Navigation

  • Skip to Content
NTNU Home NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Employees

Språkvelger

Norsk

Christoph Busch

Download press photo
Download press photo
Foto:

Christoph Busch

Professor
Department of Information Security and Communication Technology

christoph.busch@ntnu.no
+4761135194 Topas-bygget, Gjøvik, Teknologiveien 22
About Publications Teaching Outreach

About

Christoph Busch is member of the Department of Information Security and Communication Technology (IIK) at the Norwegian University of Science and Technology (NTNU), Norway. He holds a joint appointment with the computer science faculty at Hochschule Darmstadt (HDA), Germany. Further he lectures Biometric Systems at Technical University of Denmark (DTU) since 2007.

He received his PhD in the field of computer graphics in 1997. In the same year he joined the Fraunhofer Institute for Computer Graphics (Fraunhofer IGD) as head of the department Security Technology. Prof. Dr. C. Busch has since been responsible for the acquisition, the management and the control of various applied research and development projects.

On behalf of the German Federal Office for Information Security (BSI) he has been the responsible project coordinator for the project series BioIS, BioFace and BioFinger, BioKeyS Pilot-DB, KBEinweg – all projects dealing with biometric applications in general and performance and security testing in detail. In the European research program he was initiator of multiple projects (e.g. 3D-Face, FIDELITY and iMARS). Further he was/is partner in the projects TURBINE, BEST Network, ORIGINS, INGRESS, PIDaaS, SOTAMD, RESPECT and TReSPAsS. He is also principal investigator in the National Research Center for Applied Cybersecurity (ATHENE).

Moreover Christoph Busch is co-founder of the European Association for Biometrics (www.eab.org) that was established in 2011 and assembles in the meantime more than 200 institutional members. In 2020 he founded the Steinbeis Research Center BISE – Biometrics.

Christoph Busch co-authored more than 600 technical papers and has been a speaker at international conferences. He served for various program committees (NIST IBPC, ICB, BTAS, IJCB, ISBA, BSI-Congress, EUROGRAPHICS) and journals as reviewer (e.g. ACM-SIGGRAPH, ACM-TISSEC, IEEE CG&A, IEEE Transactions on Signal Processing, on Information Forensics and Security, on Pattern Analysis and Machine Intelligence and the Elsevier Journal Computers & Security). He is also an appointed member of the editorial board of the IET journal on Biometrics and has served previously for the IEEE TIFS journal.

Since 2002 Christoph Busch is a member of the steering committee of the BIOSIG special interest group on Biometrics within the Gesellschaft für Informatik (GI).

Furthermore he chairs the biometrics working group of the TeleTrusT association as well as the German standardization body on Biometrics (DIN-NIA37). He is convenor of WG3 in ISO/IEC JTC1 SC37 on Biometrics.

read more at:  https://christoph-busch.de

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2025

  • Davis, Josh P.; Robertson, David J.; Jenkins, Ryan E.; Ibsen, Mathias; Nichols, Robert; Babbs, Martha. (2025) The Super-Recogniser Advantage Extends to the Detection of Digitally Manipulated Faces. Applied Cognitive Psychology
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2025) SynMorph: Generating Synthetic Face Morphing Dataset With Mated Samples. IEEE Access
    Academic article

2024

  • Kabbani, Wassim Hassan; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph Günther. (2024) Radial Distortion in Face Images: Detection and Impact. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Bauspieß, Pia; Silde, Tjerand Aga; Poljuha, Matej; Tullot, Alexandre; Costache, Anamaria; Rathgeb, Christian. (2024) BRAKE: Biometric Resilient Authenticated Key Exchange. IEEE Access
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2024) Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Chandaliya, Praveen Kumar; Raja, Kiran Bylappa; Zhang, Haoyu; Ramachandra, Raghavendra; Busch, Christoph Günther. (2024) Synthetic Ethnicity Alteration for Diversifying Face Datasets - Investigating Recognition and Quality. IEEE International Workshop on Information Forensics and Security (WIFS)
    Academic article
  • Arıcan, Tuğçe; Veldhuis, Raymond Nicolaas Johan; Spreeuwers, Luuk; Bergeron, Loic Kevin; Busch, Christoph; Jalilian, Ehsaneddin. (2024) A Comparative Study of Cross-Device Finger Vein Recognition Using Classical and Deep Learning Approaches. IET Biometrics
    Academic article
  • Busch, Christoph. (2024) Challenges for Automated Face Recognition Systems. Nature Reviews Electrical Engineering
    Academic article
  • Kabbani, Wassim Hassan; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2024) Demographic Variability in Face Image Quality Measures.
    Academic chapter/article/Conference paper
  • Joshi, Indu; Grimmer, Marcel; Rathgeb, Christian; Busch, Christoph; Bremond, Francois; Dantcheva, Antitza. (2024) Synthetic Data in Human Analysis: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence
    Academic article
  • Kabbani, Wassim Hassan; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2024) Eye Sclera for Fair Face Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Kessler, Roman; Raja, Kiran; Tapia, Juan; Busch, Christoph. (2024) Towards minimizing efforts for Morphing Attacks—Deep embeddings for morphing pair selection and improved Morphing Attack Detection. PLOS ONE
    Academic article
  • Grimmer, Marcel; Rathgeb, Christian; Busch, Christoph. (2024) Pose Impact Estimation on Face Recognition Using 3-D-Aware Synthetic Data With Application to Quality Assessment. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Liu, Xinwei; Raja, Kiran; Wang, Renfang; Qiu, Hong; Wu, Hucheng; Sun, Dechao. (2024) A Latent Fingerprint in the Wild Database. IEEE Transactions on Information Forensics and Security
    Academic article

2023

  • Bauspieß, Pia; Vad, Lasse; Myrekrok, Håvard Borgen; Costache, Anamaria; Kolberg, Jascha; Rathgeb, Christian. (2023) On the Feasibility of Fully Homomorphic Encryption of Minutiae-Based Fingerprint Representations. ICISSP
    Academic article
  • Kabbani, Wassim Hassan; Raja, Kiran Bylappa; Busch, Christoph Günther. (2023) Robust Sclera Segmentation for Skin-Tone Agnostic Face Image Quality Assessment. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Bauspieß, Pia; Bours, Patrick Adrianus; Rathgeb, Christian; Busch, Christoph. (2023) Type^2: A Secure and Seamless Biometric Two-Factor Authentication Protocol Using Key stroke Dynamics. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Bauspieß, Pia; Zok, Chiara-Marie; Costache, Anamaria; Rathgeb, Christian; Kolberg, Jascha; Busch, Christoph. (2023) MT-PRO: Multibiometric Template Protection Based On Homomorphic Transciphering. IEEE International Workshop on Information Forensics and Security (WIFS)
    Academic article
  • Bauspieß, Pia; Grimmer, Marcel; Fougner, Cecilie; Vasseur, Damien Le; Stöcklin, Thomas Thaulow; Rathgeb, Christian. (2023) HEBI: Homomorphically Encrypted Biometric Indexing.
    Academic chapter/article/Conference paper
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2023) Morph-PIPE: Plugging in Identity Prior to Enhance Face Morphing Attack Based on Diffusion Model. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Busch, Christoph Günther. (2023) Face Presentation Attack Detection Using Remote Photoplethysmography Transformer Model.
    Academic chapter/article/Conference paper
  • Bauspieß, Pia; Kolberg, Jascha; Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph Günther. (2023) Privacy-Preserving Preselection for Protected Biometric Identification Using Public-Key Encryption With Keyword Search. IEEE Transactions on Industrial Informatics
    Academic article
  • Botezatu, Cristian; Ibsen, Mathias; Rathgeb, Christian; Busch, Christoph. (2023) Fun Selfie Filters in Face Recognition: Impact Assessment and Removal. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Zafar, Abdullah; Busch, Christoph. (2023) Analyzing eyebrow region for morphed image detection. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Grimmer, Marcel; Rathgeb, Christian; Veldhuis, Raymond Nicolaas Johan; Busch, Christoph. (2023) NeutrEx: A 3D Quality Component Measure on Facial Expression Neutrality.
    Academic chapter/article/Conference paper
  • Tapia, Juan E.; Busch, Christoph Günther; Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2023) Simulating Print/Scan Textures for Morphing Attack Detection.
    Academic chapter/article/Conference paper
  • Myhrvold, Henning; Zhang, Haoyu; Tapia, Juan; Ramachandra, Raghavendra; Busch, Christoph Günther. (2023) Explainable Visualization for Morphing Attack Detection. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Busch, Christoph; Deravi, Farzin; Frings, Dinusha; Kindt, Els; Lessmann, Ralph; Nouak, Alexander. (2023) Facilitating free travel in the Schengen area—A position paper by the European Association for Biometrics. IET Biometrics
    Academic article

2022

  • Kabbani, Wassim; Grimmer, Marcel; Busch, Christoph. (2022) EGAIN: Extended GAN Inversion Architecture.
    Academic chapter/article/Conference paper
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Sarvaiya, Anjali; Upla, Kishor; Raja, Kiran. (2022) Unsupervised Denoising for Super-Resolution (UDSR) of Real-World Images. IEEE Access
    Academic article
  • Raja, Kiran; Mudgalgundurao, Raghavendra; Busch, Christoph. (2022) Towards better and unlinkable protected biometric templates using label-assisted discrete hashing. IET Biometrics
    Academic article
  • Hassanpour, Ahmad; Moradikia, Majid; Yang, Bian; Abdelhadi, Ahmed; Busch, Christoph; Fierrez, Julian. (2022) Differential Privacy Preservation in Robust Continual Learning. IEEE Access
    Academic article
  • Hassanpour, Ahmad; Daryani, Amir Etefaghi; Mirmahdi, Mahdieh; Raja, Kiran; Yang, Bian; Busch, Christoph. (2022) E2F-GAN: Eyes-to-Face Inpainting via Edge-Aware Coarse-to-Fine GANs. IEEE Access
    Academic article
  • Raja, Kiran; Gupta, Gourav; Venkatesh, Sushma; Ramachandra, Raghavendra; Busch, Christoph. (2022) Towards generalized morphing attack detection by learning residuals. Image and Vision Computing
    Academic article
  • Xu, Ying; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2022) Adversarial Attacks on Face Recognition Systems.
    Chapter
  • Rathgeb, Christian; Tolosana, Ruben; Vera, Ruben; Busch, Christoph. (2022) Handbook of Digital Face Manipulation and Detection. Springer Springer
    Textbook
  • Osorio-Roig, Daile; Rathgeb, Christian; Drozdowski, Pawel; Terhorst, Philipp; Struc, Vitomir; Busch, Christoph. (2022) An Attack on Facial Soft-Biometric Privacy Enhancement. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Kirfel, Alexander; Scheer, Tobias; Jung, Norbert; Busch, Christoph. (2022) Robust Identification and Segmentation of the Outer Skin Layers in Volumetric Fingerprint Data. Sensors
    Academic article
  • Bauspieß, Pia; Olafsson, Jonas; Kolberg, Jascha; Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph Günther. (2022) Improved Homomorphically Encrypted Biometric Identification Using Coefficient Packing.
    Academic chapter/article/Conference paper
  • Alonso-Fernandez, Fernando; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph; Bigun, Josef; Vera-Rodriguez, Ruben. (2022) Cross-sensor periocular biometrics in a global pandemic: Comparative benchmark and novel multialgorithmic approach. Information Fusion
    Academic article
  • Qin, Le; Peng, Fei; Long, Min; Ramachandra, Raghavendra; Busch, Christoph. (2022) Vulnerabilities of Unattended Face Verification Systems to Facial Components-based Presentation Attacks: An Empirical Study. ACM Transactions on Privacy and Security (TOPS)
    Academic article

2021

  • Patel, Heena; Chudasama, Vishal; Prajapati, Kalpesh; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra. (2021) ThermISRnet: An efficient thermal image super-resolution network. Optical Engineering: The Journal of SPIE
    Academic article
  • Brömme, Arslan; Busch, Christoph; Damer, Naser; Dantcheva, Antitza; Gomez-Barrero, Marta; Raja, Kiran. (2021) Proceedings of the 20th International Conference of the Biometrics Special Interest Group (BIOSIG2021). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Khodabakhsh, Ali; Busch, Christoph; Ramachandra, Raghavendra. (2021) Automated Authentication of Audiovisual Contents: A Biometric Approach. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph. (2021) Face Morphing Attack Generation and Detection: A Comprehensive Survey. IEEE Transactions on Technology and Society
    Academic article
  • Raja, Kiran; Ferrara, Matteo; Franco, Annalisa; Spreeuwers, Luuk; Batskos, Ilias; Wit, Florens de. (2021) Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking. IEEE Transactions on Information Forensics and Security
    Academic article
  • Zhang, Haoyu; Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Damer, Naser; Busch, Christoph. (2021) MIPGAN—Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Grimmer, Marcel; Ramachandra, Raghavendra; Busch, Christoph. (2021) Deep Face Age Progression: A Survey. IEEE Access
    Academic article
  • Kolberg, Jascha; Grimmer, Marcel; Gomez-Barrero, Marta; Busch, Christoph. (2021) Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Mandalapu, Hareesh; N, Aravinda Reddy P; Ramachandra, Raghavendra; Rao, Krothapalli Sreenivasa; Mitra, Pabitra; Prasanna, S. R. Mahadeva. (2021) Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey. IEEE Access
    Academic literature review
  • Mandalapu, Hareesh; Elbo, Thomas Møller; Ramachandra, Raghavendra; Busch, Christoph. (2021) Cross-lingual Speaker Verification: Evaluation On X-Vector Method.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Busch, Christoph; Ramachandra, Raghavendra. (2021) Multilingual Voice Impersonation Dataset and Evaluation.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Reddy, P. N. Aravinda; Ramachandra, Raghavendra; Rao, Krothapalli Sreenivasa; Mitra, Pabitra; Prasanna, S. R. Mahadeva. (2021) Multilingual Audio-Visual Smartphone Dataset and Evaluation. IEEE Access
    Academic article
  • Zhang, Haoyu; Grimmer, Marcel; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2021) On the Applicability of Synthetic Data for Face Recognition.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Czajka, Adam; Deravi, Farzin; Drozdowski, Pawel; Gomez‐Barrero, Marta; Hasse, Georg. (2021) A response to the European Data Protection Supervisor ‘Misunderstandings in Biometrics’ by the European Association for Biometrics. IET Biometrics
    Academic article
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra. (2021) Direct Unsupervised Super-Resolution Using Generative Adversarial Network (DUS-GAN) for Real-World Data. IEEE Transactions on Image Processing
    Academic article
  • Chudasama, Vishal; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2021) Compact and progressive network for enhanced single image super-resolution—ComPrESRNet. The Visual Computer
    Academic article
  • Qin, Le; Peng, Fei; Venkatesh, Sushma; Ramachandra, Raghavendra; Long, Min; Busch, Christoph. (2021) Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article

2020

  • Drozdowski, Pawel; Rathgeb, Christian; Mokroß, Benedikt-Alexander; Busch, Christoph. (2020) Multi-biometric Identification with Cascading Database Filtering. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Spreeuwers, Luuk; Veldhuis, Raymond; Busch, Christoph. (2020) Detecting morphed face attacks using residual noise from deep multi-scale context aggregation network. 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
    Academic article
  • Uhl, Andreas; Busch, Christoph; Marcel, Sebastien; Veldhuis, Raymond N.J.. (2020) Handbook of Vascular Biometrics. Springer Springer
    Academic anthology/Conference proceedings
  • Mokroß, Benedikt-Alexander; Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2020) Efficient Identification in Large-Scale Vein Recognition Systems Using Spectral Minutiae Representations.
    Chapter
  • Chudasama, Vishal; Patel, Heena; Prajapati, Kalpesh; Upla, Kishor; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2020) TherISuRNet-A Computationally Efficient Thermal Image Super-Resolution Network.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2020) Collaborative representation of blur invariant deep sparse features for periocular recognition from smartphones. Image and Vision Computing
    Academic article
  • Rai, Aashish; Chudasama, Vishal; Upla, Kishor; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2020) ComSupResNet: A Compact Super-Resolution Network for Low-Resolution Face Images.
    Academic chapter/article/Conference paper
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Upla, Kishor; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2020) Unsupervised single image super-resolution network (usisresnet) for real-world data using generative adversarial network.
    Academic chapter/article/Conference paper
  • Nielsen, Thomas; Khodabakhsh, Ali; Busch, Christoph. (2020) Unit-Selection Based Facial Video Manipulation Detection.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Busch, Christoph. (2020) A Generalizable Deepfake Detector based on Neural Conditional Distribution Modelling.
    Academic chapter/article/Conference paper
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Raja, Kiran; Rathgeb, Christian; Uhl, Andreas. (2020) Proceedings of the 19th International Conference of the Biometrics Special Interest Group (BIOSIG 2020). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph. (2020) Single image face morphing attack detection using ensemble of features. 2020 IEEE 23rd International Conference on Information Fusion (FUSION)
    Academic article
  • Auksorius, Egidijus; Raja, Kiran; Topcu, Berkay; Ramachandra, Raghavendra; Busch, Christoph; Boccara, Claude A. (2020) Compact and Mobile Full-Field Optical Coherence Tomography Sensor for Subsurface Fingerprint Imaging. IEEE Access
    Academic article
  • Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2020) Fused Spectral Features in Kernel Weighted Collaborative Representation for Gender Classification Using Ocular Images. Advances in Intelligent Systems and Computing
    Academic article

2019

  • Galdi, Chiara; Chiesa, Valeria; Busch, Christoph; Correia, Paulo Lobato; Dugelay, Jean-Luc; Guillemot, Christine. (2019) Light fields for face analysis. Sensors
    Academic article
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2019) Towards making Morphing Attack Detection robust using hybrid Scale-Space Colour Texture Features.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2019) An Empirical Evaluation of Deep Architectures on Generalization of Smartphone-based Face Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2019) A New Multi-spectral Iris Acquisition Sensor for Biometric Verification and Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2019) Towards Reducing the Error Rates in Template Protection for Iris Recognition Using Custom Cuckoo Filters.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Buchmann, Nicolas; Rathgeb, Christian; Margraf, Marian; Busch, Christoph. (2019) On the Application of Homomorphic Encryption to Face Identification.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2019) Anchored kernel hashing for cancelable template protection for cross-spectral periocular data. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Rathgeb, Christian; Uhl, Andreas. (2019) International Conference of the Biometrics Special Interest Group (BIOSIG 2019). IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2019) Computational workload in biometric identification systems: An overview. IET Biometrics
    Academic literature review
  • Raja, Kiran; Ramachandra, Raghavendra; Auksorius, Egidijus; Busch, Christoph. (2019) Subsurface and layer intertwined template protection using inherent properties of full-field optical coherence tomography fingerprint imaging. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Spreeuwers, Luuk; Veldhuis, Raymond N.J.; Busch, Christoph. (2019) Morphed Face Detection Based on Deep Color Residual Noise.
    Academic chapter/article/Conference paper
  • Raja, Kiran; Damer, Naser; Ramachandra, Raghavendra; Boutros, Fadi; Busch, Christoph. (2019) Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Ramachandra, Raghavendra; Busch, Christoph. (2019) Empirical Evaluation of Texture-Based Print and Contact Lens Iris Presentation Attack Detection Methods.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Ramachandra, Raghavendra; Busch, Christoph. (2019) Image Quality and Texture-Based Features for Reliable Textured Contact Lens Detection.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma; Busch, Christoph. (2019) Design and Development of Low-Cost Sensor to Capture Ventral and Dorsal Finger Vein for Biometric Authentication. IEEE Sensors Journal
    Academic article
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Bhattacharjee, Sushil; Wasnik, Pankaj Shivdayal; Marcel, Sebastien. (2019) Custom Silicone Face Masks: Vulnerability of Commercial Face Recognition Systems and Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Pedersen, Marius; Busch, Christoph. (2019) Subjective Versus Objective Face Image Quality Evaluation For Face Recognition.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Busch, Christoph. (2019) Subjective Evaluation of Media Consumer Vulnerability to Fake Audiovisual Content.
    Academic chapter/article/Conference paper
  • Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2019) Obtaining Stable Iris Codes Exploiting Low-Rank Tensor Space and Spatial Structure Aware Refinement for Better Iris Recognition. IEEE Xplore Digital Library
    Academic article
  • Vetrekar, Narayan; Ramachandra, Raghavendra; Raja, Kiran; Venkatesh, Sushma; Gad, Rajendra; Busch, Christoph. (2019) Visible to band gender classification: An extensive experimental evaluation based on multi-spectral imaging. IEEE Xplore Digital Library
    Academic article
  • Raja, Kiran; Raghavendra, R.; Auksorius, Egidijus; Boccara, Claude; Busch, Christoph. (2019) Two Stream Convolutional Neural Network for Full Field Optical Coherence Tomography Fingerprint Recognition. IEEE Xplore Digital Library
    Academic article
  • Osorio-Roig, Daile; Drozdowski, Pawel; Rathgeb, Christian; Morales-González, Annette; Garea-Llano, Eduardo; Busch, Christoph. (2019) Iris Recognition in Visible Wavelength: Impact and automated Detection of Glasses.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2019) Turning a Vulnerability into an Asset: Accelerating Facial Identification with Morphing.
    Academic chapter/article/Conference paper

2018

  • Drozdowski, Pawel; Fischer, Daniel; Rathgeb, Christian; Schiel, Christopher; Busch, Christoph. (2018) Database Binning and Retrieval in Multi-Fingerprint Identification Systems.
    Academic chapter/article/Conference paper
  • Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2018) Manifold-Structure Preserving Biometric Templates - A Preliminary Study On Fully Cancelable Smartphone Biometric Templates.
    Academic chapter/article/Conference paper
  • Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2018) Towards Protected and Cancelable Multi-Spectral Face Templates Using Feature Fusion and Kernalized Hashing.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Struck, Florian; Rathgeb, Christian; Busch, Christoph. (2018) Detection of Glasses in Near-Infrared Ocular Images.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Wiegand, Nikolai; Rathgeb, Christian; Busch, Christoph. (2018) Score Fusion Strategies in Single-Iris Dual-Probe Recognition Systems.
    Academic chapter/article/Conference paper
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Rathgeb, Christian; Uhl, Andreas. (2018) Proceedings of the 17th International Conference of the Biometrics Special Interest Group (BIOSIG 2018). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Busch, Christoph. (2018) Fake Face Detection Methods: Can They Be Generalized?.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Struck, Florian; Rathgeb, Christian; Busch, Christoph. (2018) Benchmarking Binarisation Schemes for Deep Face Templates.
    Academic chapter/article/Conference paper
  • Vetrekar, Narayan; Raja, Kiran; Ramachandra, Raghavendra; Gad, R.S.; Busch, Christoph. (2018) Multi-spectral Imaging For Robust Ocular Biometrics.
    Academic chapter/article/Conference paper
  • Stokkenes, Martin; Ramachandra, Raghavendra; Busch, Christoph. (2018) Biometric Transaction Authentication using Smartphones. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features. Advances in Intelligent Systems and Computing
    Academic article
  • Thorsen, Tommy Arild Garden; Wasnik, Pankaj Shivdayal; Busch, Christoph; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2018) Assessing Face Image Quality with LSTMs. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) A low-cost Multi-Fingervein Verification System.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2018) Towards a Cancelable Template Protection Across NIR to Visible Spectrum Using Anchored Kernel Hashing – A Study on Cross-Spectral Periocular Images. Advances in Intelligent Systems and Computing
    Academic article
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Stokkenes, Martin; Raja, Kiran B.; Busch, Christoph. (2018) Improved Fingerphoto Verification System Using Multi-scale Second Order Local Structures.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran; Venkatesh, Sushma Krupa; Busch, Christoph. (2018) Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features. Pattern Recognition
    Academic article
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2018) Subjective Logic Based Score Level Fusion: Combining Faces and Fingerprints.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) Transgender Face Recognition with Off-the-shelf Pre-trained CNNs: A comprehensive study.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Stokkenes, Martin; Dunfjeld, Mihkal; Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2018) Baseline Evaluation of Smartphone based Finger-photo Verification System. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma; Hegde, Sneha; Dandappanavar, Shreedhar; Busch, Christoph. (2018) Verifying the Newborns without Infection Risks Using Contactless Palmprints.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Stokkenes, Martin; Busch, Christoph. (2018) Fusion of Multi-Scale Local Phase Quantization Features for Face Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Vetrekar, Narayan; Raja, Kiran Bylappa; Gad, Rajendra S; Busch, Christoph. (2018) Robust gender classification using extended multi-spectral imaging by exploring the spectral angle mapper.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Vetrekar, Narayan; Raja, Kiran Bylappa; Gad, Rajendra S; Busch, Christoph. (2018) Detecting Disguise Attacks on Multi-spectral Face Recognition Through Spectral Signatures. International Conference on Pattern Recognition
    Academic article
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Busch, Christoph. (2018) A Taxonomy of Audiovisual Fake Multimedia Content Creation Technology.
    Academic chapter/article/Conference paper

2017

  • Ramachandra, Raghavendra; Busch, Christoph. (2017) Presentation Attack Detection Methods for Face Recognition Systems: A Comprehensive Survey. ACM Computing Surveys
    Academic article
  • Stokkenes, Martin; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Sigaard, Morten; Gomez-Barrero, Marta; Busch, Christoph. (2017) Multi-biometric template protection on smartphones: An approach based on binarized statistical features and bloom filters. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Assessing Face Image Quality for Smartphone based Face Recognition System.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma Krupa; Raja, Kiran Bylappa; Busch, Christoph. (2017) Transferable deep convolutional neural network features for fingervein presentation attack detection.
    Academic chapter/article/Conference paper
  • Scherhag, Ulrich; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gomez-Barrero, Marta; Rathgeb, Christian; Busch, Christoph. (2017) On the Vulnerability of Face Recognition Systems Towards Morphed Face Attacks.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) De-Convolutional Auto-Encoder for Enhancement of Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Presentation Attack Detection in Face Biometric Systems Using Raw Sensor Data from Smartphones.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Marcel, Sebastien; Busch, Christoph. (2017) Face Presentation Attack Detection Across Spectrum using Time-Frequency Descriptors of Maximal Response in Laplacian Scale-Space.
    Academic chapter/article/Conference paper
  • Vetrekar, Narayan; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Gad, R.S.; Busch, Christoph. (2017) Collaborative Representation of Grassmann Manifold Projection Metric for Robust Multi-spectral Face Recognition.
    Chapter
  • Gomez-Barrero, Marta; Rathgeb, Christian; Li, Guoqiang; Ramachandra, Raghavendra; Galbally, Javier; Busch, Christoph. (2017) Multi-biometric template protection based on bloom filters. Information Fusion
    Academic article
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Minutia-based Enhancement of Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Multi-patch deep sparse histograms for iris recognition in visible spectrum using collaborative subspace for robust verification. Pattern Recognition Letters
    Academic article
  • Scherhag, Ulrich; Nautsch, Andreas; Rathgeb, Christian; Gomez-Barrero, Marta; Veldhuis, Raymond N.J.; Spreeuwers, Luuk. (2017) Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Wasnik, Pankaj Shivdayal; Schäfer, Katharina; Ramachandra, Raghavendra; Busch, Christoph; Raja, Kiran Bylappa. (2017) Fusing Biometric Scores Using Subjective Logic for Gait Recognition on Smartphone. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Ellingsgaard, John; Busch, Christoph. (2017) Altered Fingerprint Detection.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) Intrinsic Limitations of Fingerprint Orientation Estimation. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Sic-Gen: A Synthetic Iris-Code Generator. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Vetrekar, Narayan; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gad, R.S.; Busch, Christoph. (2017) Extended Multi-spectral Imaging For Gender Classification Based On Image Set.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Busch, Christoph. (2017) Robust face presentation attack detection on smartphones : An approach based on variable focus.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) Deep expectation for estimation of fingerprint orientation fields.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Face Presentation Attack Detection by Exploring Spectral Signatures. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Alonso-Fernandez, Fernando; Raja, Kiran Bylappa; Busch, Christoph; Bigun, Josef. (2017) Log-Likelihood Score Level Fusion for Improved Cross-Sensor Smartphone Periocular Recognition. European Signal Processing Conference
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Face morphing versus face averaging: Vulnerability and detection.
    Academic chapter/article/Conference paper
  • Gomez-Barrero, Marta; Rathgeb, Christian; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Biometric Symmetry: Implications on Template Protection. European Signal Processing Conference
    Academic article
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) ConvNet Regression for Fingerprint Orientations.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Hofbauer, Heinz; Wagner, Johannes; Uhl, Andreas; Busch, Christoph. (2017) Towards pre-alignment of near-infrared iris images.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Multi-iris indexing and retrieval: Fusion strategies for bloom filter-based search structures.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Bloom Filter-based Search Structures for Indexing and Retrieving Iris-Codes. IET Biometrics
    Academic article
  • Sequeira, Ana F; Chen, Lulu; Ferryman, James; Wild, Peter; Alonso-Fernandez, Fernando; Bigun, Josef. (2017) Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition.
    Academic chapter/article/Conference paper
  • Stokkenes, Martin; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Sigaard, Morten; Busch, Christoph. (2017) Feature Level Fused Templates for Multi-Biometric System on Smartphones.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Extended multispectral face presentation attack detection: An approach based on fusing information from individual spectral bands.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Auksorius, Egidijus; Ramachandra, Raghavendra; Boccara, A. Claude; Busch, Christoph. (2017) Robust Verification With Subsurface Fingerprint Recognition Using Full Field Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Scale-level score fusion of steered pyramid features for cross-spectral periocular verification.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Collaborative representation of statistically independent filters? response: An application to face recognition under illicit drug abuse alterations. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Tulshidas, Vetrekar Narayan; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gad, R.S.; Busch, Christoph. (2017) Extended Spectral To Visible Comparison Based On Spectral Band Selection Method For Robust Face Recognition.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Cheikh, Faouzi Alaya; Busch, Christoph. (2017) On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Survey on the impact of fingerprint image enhancement. IET Biometrics
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2017) ContlensNet: Robust Iris Contact Lens Detection Using Deep Convolutional Neural Networks.
    Academic chapter/article/Conference paper

2016

  • Martiri, Edlira; Gomez-Barrero, Marta; Yang, Bian; Busch, Christoph. (2016) Biometric template protection based on Bloom filters and honey templates. IET Biometrics
    Academic article
  • Ramachandra, Raghavendra; Busch, Christoph. (2016) Learning deeply coupled autoencoders for smartphone based robust periocular verification. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Pedersen, Marius; Hardeberg, Jon Yngve; Busch, Christoph. (2016) Vision Security – the role of imaging for observer and observed. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick; Busch, Christoph. (2016) The influence of fingerprint image degradations on the performance of biometric system and quality assessment. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Haraksim, Rudolf; Anthonioz, Alexandre; Champod, Christophe; Olsen, Martin Aastrup; Ellingsgård, John; Busch, Christoph. (2016) Altered Fingerprint Detection - Algorithm Performance Evaluation.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2016) Cross-Spectrum Periocular Authentication for NIR and Visible Images Using Bank of Statistical Filters.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Biometric recognition of surgically altered periocular region: A comprehensive study.
    Academic chapter/article/Conference paper
  • Sequeira, Ana F; Chen, Lulu; Ferryman, James; Alonso-Fernandez, Fernando; Bigun, Josef; Raja, Kiran Bylappa. (2016) Cross-Eyed - Cross-Spectral Iris/Periocular Recognition Database and Competition. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Olsen, Martin Aastrup; Šmida, Vladimír; Busch, Christoph. (2016) Finger image quality assessment features - definitions and evaluation. IET Biometrics
    Academic article
  • Gomez-Barrero, Marta; Rathgeb, Christian; Galbally, Javier; Busch, Christoph; Fierrez, Julian. (2016) Unlinkable and irreversible biometric template protection based on bloom filters. Information Sciences
    Academic article
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Dynamic Scale Selected Laplacian Decomposed Frequency Response for Cross-Smartphone Periocular Verification in Visible Spectrum.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Weighted Comparison Score Fusion for Accurate Verification of Surgically Altered Periocular Region.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Eye region based multibiometric fusion to mitigate the effects of body weight variations in face recognition.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Collaborative representation of deep sparse filtered features for robust verification of smartphone periocular images.
    Academic chapter/article/Conference paper

2015

  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Presentation Attack Detection Algorithms for Finger Vein Biometrics: A Comprehensive Study.
    Academic chapter/article/Conference paper
  • Tome, P.; Raghavendra, Rachamandra; Busch, Christoph; Tirunagari, Santosh; Poh, Norman; Shekar, B. H.. (2015) The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Texture based features for robust palmprint recognition: a comparative study. EURASIP Journal on Multimedia and Information Security
    Academic article
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Time-Frequency Features of Laplacian Decomposition.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Video Presentation Attack Detection in Visible Spectrum Iris Recognition Using Magnified Phase Information. IEEE Transactions on Information Forensics and Security
    Academic article
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2015) A Novel Fingerprint Indexing Approach Focusing on Minutia Location and direction.
    Academic chapter/article/Conference paper
  • Martiri, Edlira Nepravishta; Yang, Bian; Busch, Christoph. (2015) Protected Honey Face Templates.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Rathgeb, Christian; Busch, Christoph. (2015) Towards generating protected fingerprint templates based on bloom filters.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Böckeler, Martin; Busch, Christoph. (2015) Predicting Dactyloscopic Examiner Fingerprint Image Quality Assessments.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Improved Face Recognition by Combining Information from Multiple Cameras in Automatic Border Control System.
    Academic chapter/article/Conference paper
  • Gottschlich, Carsten; Mikaelyan, Anna; Olsen, Martin Aastrup; Bigun, Josef; Busch, Christoph. (2015) Improving Fingerprint Alteration Detection.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Vemuri, Vinay Krishna; Busch, Christoph. (2015) Smartphone based visible iris recognition using deep sparse filtering. Pattern Recognition Letters
    Academic article
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Busch, Christoph. (2015) An efficient finger vein indexing scheme based on unsupervised clustering.
    Academic chapter/article/Conference paper
  • Surbiryala, Jayachander; Raghavendra, Rachamandra; Busch, Christoph. (2015) Finger vein indexing based on binary features.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Busch, Christoph. (2015) Hand Dorsal Vein Recognition: Sensor, Algorithms and Evaluation.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Exploring dorsal finger vein pattern for robust person recognition.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2015) Multi-modal Authentication System for Smartphones Using Face, Iris and Periocular.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Cheikh, Faouzi Alaya; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2015) Fusion of Face and Periocular Information for Improved Authentication on Smartphones.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Iris imaging in visible spectrum using white LED.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Avinash, Manasa; Marcel, Sebastien; Busch, Christoph. (2015) Finger vein liveness detection using motion magnification.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Presentation attack detection using Laplacian decomposed frequency response for visible spectrum and Near-Infra-Red iris systems.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Dusio, Marek; Busch, Christoph. (2015) Fingerprint skin moisture impact on biometric performance.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Face Image Resolution Enhancement based on Weighted Fusion of Wavelet Decomposition.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Busch, Christoph. (2015) Presentation Attack Detection for Face Recognition Using Light Field Camera. IEEE Transactions on Image Processing
    Academic article
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Robust Scheme for Iris Presentation Attack Detection Using Multiscale Binarized Statistical Image Features. IEEE Transactions on Information Forensics and Security
    Academic article
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2015) A Fingerprint Indexing Scheme with Robustness against Sample Translation and Rotation.
    Academic chapter/article/Conference paper
  • Brömme, Arslan; Busch, Christoph; Rathgeb, Christian; Uhl, Andreas. (2015) BIOSIG 2015: Proceedings of the 14th International Conference of the Biometrics Special Interest Group. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Busch, Christoph. (2015) Exploring the Usefulness of Light Field Camera for Biometrics : An Empirical Study on Face and Iris Recognition. IEEE Transactions on Information Forensics and Security
    Academic article

2014

  • Brömme, Arslan; Busch, Christoph. (2014) International Conference of the Biometrics Special Interest Group (BIOSIG). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Yang, Bian; Chu, Huiguang; Li, Guoqiang; Petrovic, Slobodan; Busch, Christoph. (2014) Cloud Password Manager Using Privacy-Preserved Biometrics.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph; Mondal, Soumik. (2014) An Empirical Study of Smartphone Based Iris Recognition in Visible Spectrum.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Robust palmprint verification using sparse representation of binarized statistical features: a comprehensive study.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2014) Smartphone Authentication System Using Periocular Biometrics.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Raja, Kiran Bylappa; Busch, Christoph. (2014) Novel Finger Vascular Pattern Imaging Device for Robust Biometric Verification.
    Academic chapter/article/Conference paper
  • Busch, Christoph. (2014) Biometrische Zugangskontrolle mit Smartphones. Datenschutz und Datensicherheit - DuD
    Popular scientific article
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Novel image fusion scheme based on dependency measure for robust multispectral palmprint recognition. Pattern Recognition
    Academic article
  • Sousedik, Ctirad; Busch, Christoph. (2014) Presentation attack detection methods for fingerprint recognition systems: a survey. IET Biometrics
    Academic article
  • Li, Guoqiang; Busch, Christoph; Yang, Bian. (2014) A novel approach used for measuring fingerprint orientation of arch fingerprint.
    Academic chapter/article/Conference paper
  • Ellingsgård, John; Sousedik, Ctirad; Busch, Christoph. (2014) Detecting fingerprint alterations by orientation field and minutiae orientation analysis.
    Academic chapter/article/Conference paper
  • Wang, Jinghua; Olsen, Martin Aastrup; Busch, Christoph. (2014) Finger image quality based on singular point localization.
    Academic chapter/article/Conference paper
  • Danov, Ivan; Olsen, Martin Aastrup; Busch, Christoph. (2014) Interpretation of fingerprint image quality features extracted by self-organizing maps.
    Academic chapter/article/Conference paper
  • Kakadiaris, Ioannis A.; Scheirer, Walter J.; Busch, Christoph. (2014) Biometric and Surveillance Technology for Human and Activity Identification XI. SPIE - The International Society for Optics and Photonics SPIE - The International Society for Optics and Photonics
    Academic anthology/Conference proceedings
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2014) A score-level fusion fingerprint indexing approach based on minutiae vicinity and minutia cylinder-code.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2014) Smartphone Based Robust Iris Recognition in Visible Spectrum using Clustered K-means Features.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection algorithm for face and iris biometrics. European Signal Processing Conference
    Academic article
  • Overgaard, Niclas; Sousedik, Ctirad; Busch, Christoph. (2014) Eulerian Video Magnification for Fingerprint Liveness Detection. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection algorithm for face and iris biometrics.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection on visible spectrum iris recognition by exploring inherent characteristics of Light Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2014) Automatic Face Quality Assessment from Video using Gray Level Co-occurrence Matrix: An Empirical Study on Automatic Border Control System.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2014) Binarized statistical features for improved iris and periocular recognition in visible spectrum.
    Academic chapter/article/Conference paper
  • Sousedik, Ctirad; Busch, Christoph. (2014) Quality of Fingerprint Scans captured using Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Dusio, Marek; Olsen, Martin Aastrup; Busch, Christoph. (2014) Fingerprint sample quality assessment via ridge line count using Laplacian of Gaussian edge finding.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Surbiryala, Jayachander; Busch, Christoph. (2014) A low-cost multimodal Biometric Sensor to capture Finger Vein and Fingerprint.
    Academic chapter/article/Conference paper

2013

  • Yang, Bian; Busch, Christoph; Bringer, Julien; Kindt, Els; Belser, Willem Ronald; Seidel, Uwe. (2013) Towards standardizing trusted evidence of identity.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Combining Iris and Periocular Recognition using Light Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Improved face recognition at a distance using light field camera & super resolution schemes.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph; Yang, Bian. (2013) Scaling-Robust Fingerprint Verification with Smartphone Camera in Real-life Scenarios.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Pflug, Anika; Yang, Bian; Busch, Christoph. (2013) 3D face reconstruction and multimodal person identification from video captured using smartphone camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) GUCLF: a new light field face database.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) A Novel Image Fusion Scheme For Robust Multiple Face Recognition With Light-field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Busch, Christoph. (2013) Robust “On-the-Fly” person identification using Sparse Representation.
    Academic chapter/article/Conference paper
  • Brömme, Arslan; Busch, Christoph. (2013) BIOSIG 2013 Proceedings of the 12th International Conference of the Biometrics Special Interest Group; 04.-06. September 2013 in Darmstadt, Germany. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Olsen, Martin Aastrup; Tabassi, Elham; Makarov, Anton; Busch, Christoph. (2013) Self-Organizing Maps for Fingerprint Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Yang, Bian; Li, Guoqiang; Busch, Christoph. (2013) Qualifying fingerprint samples captured by smartphone cameras.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2013) Independent Performance Evaluation of Pseudonymous Identifier Fingerprint Verification Algorithms.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2013) Autocorrelation and DCT based quality metrics for fingerprint samples generated by smartphones.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Comparative Evaluation of Super-Resolution Techniques For Multi-Face Recognition Using Light-Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Multi-face recognition at a distance using light-field camera.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2013) Lightweight Quality Metrics for Smartphone Camera based Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Raja, Kiran Bylappa; Busch, Christoph. (2013) A New Perspective - Face Recognition with Light-Field Camera.
    Academic chapter/article/Conference paper
  • Sousedik, Ctirad; Breithaupt, Ralph; Busch, Christoph. (2013) Volumetric Fingerprint Data Analysis using Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Cheikh, Faouzi Alaya; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Tistarelli, Massimo; Busch, Christoph. (2013) Vein minutia cylinder-codes (V-MCC).
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Olsen, Martin Aastrup; Busch, Christoph. (2013) Quality Assessment for Fingerprints Collected by Smartphone Cameras.
    Academic chapter/article/Conference paper

2012

  • Hartung, Daniel; Busch, Christoph. (2012) Vascular Pattern Recognition: And its Application in Privacy-Preserving Biometric Online-Banking Systems. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation
  • Pflug, Anika; Back, Philip Michael; Busch, Christoph. (2012) Towards Making HCS Ear Detection Robust Against Rotation.
    Academic chapter/article/Conference paper
  • Li, Xue; Yang, Bian; Busch, Christoph. (2012) On Reliability of Minutiae Based Fingerprint Features.
    Academic chapter/article/Conference paper
  • Li, Xue; Yang, Bian; Busch, Christoph. (2012) Interoperable Protected Fingerprint Minutiae Templates.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Raghavendra, Rachamandra; Busch, Christoph. (2012) Testing Mobile Phone Camera Based Fingerprint Recognition under Real-Life Scenarios.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Busch, Christoph. (2012) Accurate face detection in video based on likelihood assessment.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Brauckman, Michael; Veldhuis, Raymond N.J.; Deravi, Farzin; Kevenaar, Tom; Nouak, Alexander. (2012) Towards a more Secure Border Control with 3D Face Recognition.
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Yang, Bian; Busch, Christoph. (2012) Fingerprint Recognition with Embedded Cameras on Mobile Phones.
    Academic chapter/article/Conference paper
  • Yang, Bian; Li, Xue; Busch, Christoph. (2012) Collecting fingerprints for recognition using mobile phone cameras. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Yang, Bian; Busch, Christoph; Groot, Koen de; Xu, Haiyun; Veldhuis, Raymond N.J.. (2012) Performance Evaluation of Fusing Protected Fingerprint Minutiae Templates on the Decision Level. Sensors
    Academic article
  • Hartung, Daniel; Pflug, Anika; Busch, Christoph. (2012) Vein Pattern Recognition Using Chain Codes, Spatial Information and Skeleton Fusing.
    Academic chapter/article/Conference paper
  • Pflug, Anika; Hartung, Daniel; Busch, Christoph. (2012) Feature extraction from vein images using spatial information and chain codes. Information Security Technical Report
    Academic article
  • Yang, Bian; Rajbhandari, Lisa; Busch, Christoph; Zhou, Xuebing. (2012) Privacy Implications of Identity References in Biometrics Databases.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2012) Generalized fingerprint minutiae vicinities.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Xu, Haiyun; Busch, Christoph. (2012) Gabor Filters as Candidate Quality Measure for NFIQ 2.0.
    Academic chapter/article/Conference paper
  • Pflug, Anika; Winterstein, Adrian; Busch, Christoph. (2012) Ear Detection in 3D Profile Images based on Surface Curvature.
    Academic chapter/article/Conference paper
  • Simoens, Koen; Yang, Bian; Zhou, Xuebing; Beato, Filipe; Busch, Christoph; Newton, Elaine M.. (2012) Criteria Towards Metrics for Benchmarking Template Protection Algorithms.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Olsen, Martin Aastrup; Xu, T.; Nguyen, Hai Thanh; Busch, Christoph. (2012) Comprehensive analysis of spectral minutiae for vein pattern recognition. IET Biometrics
    Academic article
  • Hartung, Daniel; Busch, Christoph. (2012) Biometric Transaction Authentication Protocol: Formal Model Verification and “Four-Eyes” Principle Extension.
    Academic chapter/article/Conference paper

2011

  • Brömme, Arslan; Busch, Christoph. (2011) BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Hartung, Daniel; Martin, Sophie; Busch, Christoph. (2011) Quality Estimation for Vascular Pattern Recognition.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2011) Keyed Scalable Minutiae Coding.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Groot, Koen de; Xu, Haiyun; Veldhuis, Raymond N.J.. (2011) Decision Level Fusion of Fingerprint Minutiae Based Pseudonymous Identifiers.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2011) Augmented fingerprint minutiae vicinity.
    Academic chapter/article/Conference paper
  • Nickel, Claudia; Derawi, Mohammad; Bours, Patrick; Busch, Christoph. (2011) Scenario test of accelerometer-based biometric gait recognition.
    Academic chapter/article/Conference paper
  • Olsen, Martin; Busch, Christoph. (2011) Deficiencies in NIST Fingerprint Image Quality Algorithm.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2011) Biometrische Fingererkennung - Fusion von Fingerabdruck, Fingervenen - und Fingergelenkbild.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick; Yang, Bian. (2011) Fusion in fingerprint authentication: two finger types vs. two scanner types.
    Academic chapter/article/Conference paper
  • Yang, Bian; Chen, Zhibo; Busch, Christoph. (2011) Raster Image Representation of Fingerprint Minutiae.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Kuijper, Arjan; Veldhuis, Raymond N.J.; Busch, Christoph. (2011) Quantifying Privacy and Security of Biometric Fuzzy Commitment.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2011) AUGMENTED FINGERPRINT MINUTIAE VICINITY. IEEE Transactions on Image Processing
    Academic article
  • Hartung, Daniel; Olsen, Martin Aastrup; Xu, Haiyun; Busch, Christoph. (2011) Spectral Minutiae for Vein Pattern Recognition.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Hartung, Daniel; Busch, Christoph; Larsen, Rasmus. (2011) Convolution Approach for Feature Detection in Topological Skeletons Obtained from Vascular Patterns.
    Academic chapter/article/Conference paper

2010

  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) Impact of Finger Type in Fingerprint Authentication.
    Academic chapter/article/Conference paper
  • Yang, Bian; Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick. (2010) Encrypting Fingerprint Minutiae Templates by Random Quantization.
    Academic chapter/article/Conference paper
  • Yang, Bian; Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick. (2010) Encrypting Fingerprint Minutiae Templates by Random Quantization. Communications in Computer and Information Science (CCIS)
    Academic article
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) GUC100 Multi-scanner Fingerprint Database for In-House (Semi-public) Performance and Interoperability Evaluation.
    Academic chapter/article/Conference paper
  • Abt, Sebastian; Busch, Christoph; Nickel, Claudia. (2010) Applikation des DBSCAN Clustering-Verfahrens zur Generierung von Ground-Truth Fingerabdruck-Minutien.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick; Yang, Bian. (2010) Fusion in Fingerprint Authentication: Two Finger Scenarios.
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Nickel, Claudia; Bours, Patrick; Busch, Christoph. (2010) Unobtrusive User-Authentication on Mobile Phones Using Biometric Gait Recognition.
    Academic chapter/article/Conference paper
  • Mairaj, Danish; Wolthusen, Stephen; Busch, Christoph. (2010) Teeth Segmentation and Feature Extraction for Odontological Biometrics.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Fingerprint Verification at the Minutiae and Pseudonymous Identifier Levels. IEEE International Conference on Systems, Man and Cybernetics (SMC)
    Academic article
  • Hartung, Daniel; Busch, Christoph. (2010) Biometric Transaction Authentication Protocol.
    Academic chapter/article/Conference paper
  • Yang, Bian; Hartung, Daniel; Simoens, Koen; Busch, Christoph. (2010) Dynamic random projection for biometric template protection.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Niu, Xia-Mu. (2010) Joint reversible data hiding and image encryption.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Bours, Patrick; Gafurov, Davrondzhon. (2010) Robust minutiae hash for fingerprint template protection.
    Academic chapter/article/Conference paper
  • Hirzel, Jan; Hartung, Daniel; Busch, Christoph. (2010) Fingerprint Recognition with Cellular Partitioning and Co-Sinusoidal Triplets.
    Academic chapter/article/Conference paper
  • Brömme, Arslan; Busch, Christoph. (2010) BIOSIG 2010 - Proceedings of the Special Interest Group on Biometrics and Electronic Signatures, 09.-10. September 2010 in Darmstadt, Germany. Bonner Köllen Verlag Bonner Köllen Verlag
    Academic anthology/Conference proceedings
  • Derawi, Mohammad; Gafurov, Davrondzhon; Larsen, Rasmus; Busch, Christoph; Bours, Patrick. (2010) Fusion of gait and fingerprint for user authentication on mobile devices.
    Academic chapter/article/Conference paper
  • Riedmüller, Reinhard; Seeger, Mark M.; Baier, Harald; Busch, Christoph; Wolthusen, Stephen. (2010) Constraints on autonomous use of standard GPU components for asynchronous observations and intrusion detection.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Hartung, Daniel. (2010) Biometrische Nachrichten-Authentisierung.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Gafurov, Davrondzhon; Bours, Patrick. (2010) Renewable Minutiae Templates with Tunable Size and Security.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Hartung, Daniel; Busch, Christoph; Larsen, Rasmus. (2010) Contrast Enhancement and Metrics for Biometric Vein Pattern Recognition.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Fingerprint verification at the minutiae and pseudonymous identifier levels.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) Impact of Finger Type in Fingerprint Authentication. Communications in Computer and Information Science (CCIS)
    Academic article

2009

  • Yang, Bian; Busch, Christoph; Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2009) Geometric-Aligned Cancelable Fingerprint Templates.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Han, Qi; Niu, Xia-Mu; Busch, Christoph. (2009) Feature-Level Fusion of Iris and Face for Personal Identification.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Han, Qi; Niu, Xia-Mu; Busch, Christoph. (2009) Template Protection for Multimodal Biometric System.
    Academic chapter/article/Conference paper
  • Breebaart, Jeroen; Yang, Bian; Buhan-Dulman, Ileana; Busch, Christoph. (2009) Biometric template protection: The need for open standards. Datenschutz und Datensicherheit - DuD
    Article in business/trade/industry journal
  • Yang, Bian; Busch, Christoph. (2009) Parameterized geometric alignment for minutiae-based fingerprint template protection.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Lodrova, Dana; Tabassi, Elham; Krodel, Wolfgang. (2009) Semantic Conformance Testing for Finger Minutiae Data.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Niu, Xia-Mu. (2009) Perceptual image encryption via reversible histogram spreading.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2009) Why Vein Recognition Needs Privacy Protection.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Han, Qi; Li, Q.; Niu, Xia-Mu; Busch, Christoph. (2009) Complex common vector for multimodal biometric recognition. Electronics Letters
    Academic article
  • Busch, Christoph. (2009) Fallstudie - Gesichtserkennung beim biometrischen Reisepass.
    Academic chapter/article/Conference paper
  • Yang, Bian; Zhou, Chong-Qing; Busch, Christoph; Niu, Xia-Mu. (2009) Transparent and perceptually enhanced jpeg image encryption.
    Academic chapter/article/Conference paper
  • Lodrova, Dana; Busch, Christoph; Tabassi, Elham; Krodel, Wolfgang; Drahansky, Martin. (2009) Semantic Conformance Testing Methodology for Finger Minutiae Data.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Wolthusen, Stephen; Busch, Christoph; Kuijper, Arjan. (2009) Feature Correlation Attack on Biometric Privacy Protection Schemes.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Wolthusen, Stephen. (2009) Non-Forensic Odontological Biometrics.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Bours, Patrick; Gafurov, Davrondzhon. (2009) Non-invertible Geometrical Transformation for Fingerprint Minutiae Template Protection.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Wolthusen, Stephen; Busch, Christoph; Kuijper, Arjan. (2009) A Security Analysis of Biometric Template Protection Schemes.
    Academic chapter/article/Conference paper

2008

  • Franssen, Thomas; Zhou, Xuebing; Busch, Christoph. (2008) Fuzzy Vault for 3D Face Recognition Systems.
    Academic chapter/article/Conference paper
  • Delvaux, Nicolas; Chabanne, Herve; Bringer, Julien; Kindarji, Brune; Breebaart, Jeroen; Akkermans, Ton. (2008) Pseudo Identities based on Fingerprint Characteristics.
    Academic chapter/article/Conference paper
  • Kevenaar, Tom; Veen, M. van der; Zhou, Xuebing; Busch, Christoph. (2008) Privacy for Biometric Identification Information. ?
    Article in business/trade/industry journal
  • Wang, Zhifang; Chen, Shenghong; Busch, Christoph; Niu, Xia-Mu. (2008) Performance Evaluation of Fingerprint Enhancement Algorithms.
    Academic chapter/article/Conference paper

Journal publications

  • Davis, Josh P.; Robertson, David J.; Jenkins, Ryan E.; Ibsen, Mathias; Nichols, Robert; Babbs, Martha. (2025) The Super-Recogniser Advantage Extends to the Detection of Digitally Manipulated Faces. Applied Cognitive Psychology
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2025) SynMorph: Generating Synthetic Face Morphing Dataset With Mated Samples. IEEE Access
    Academic article
  • Bauspieß, Pia; Silde, Tjerand Aga; Poljuha, Matej; Tullot, Alexandre; Costache, Anamaria; Rathgeb, Christian. (2024) BRAKE: Biometric Resilient Authenticated Key Exchange. IEEE Access
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2024) Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Chandaliya, Praveen Kumar; Raja, Kiran Bylappa; Zhang, Haoyu; Ramachandra, Raghavendra; Busch, Christoph Günther. (2024) Synthetic Ethnicity Alteration for Diversifying Face Datasets - Investigating Recognition and Quality. IEEE International Workshop on Information Forensics and Security (WIFS)
    Academic article
  • Arıcan, Tuğçe; Veldhuis, Raymond Nicolaas Johan; Spreeuwers, Luuk; Bergeron, Loic Kevin; Busch, Christoph; Jalilian, Ehsaneddin. (2024) A Comparative Study of Cross-Device Finger Vein Recognition Using Classical and Deep Learning Approaches. IET Biometrics
    Academic article
  • Busch, Christoph. (2024) Challenges for Automated Face Recognition Systems. Nature Reviews Electrical Engineering
    Academic article
  • Joshi, Indu; Grimmer, Marcel; Rathgeb, Christian; Busch, Christoph; Bremond, Francois; Dantcheva, Antitza. (2024) Synthetic Data in Human Analysis: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence
    Academic article
  • Kessler, Roman; Raja, Kiran; Tapia, Juan; Busch, Christoph. (2024) Towards minimizing efforts for Morphing Attacks—Deep embeddings for morphing pair selection and improved Morphing Attack Detection. PLOS ONE
    Academic article
  • Grimmer, Marcel; Rathgeb, Christian; Busch, Christoph. (2024) Pose Impact Estimation on Face Recognition Using 3-D-Aware Synthetic Data With Application to Quality Assessment. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Liu, Xinwei; Raja, Kiran; Wang, Renfang; Qiu, Hong; Wu, Hucheng; Sun, Dechao. (2024) A Latent Fingerprint in the Wild Database. IEEE Transactions on Information Forensics and Security
    Academic article
  • Bauspieß, Pia; Vad, Lasse; Myrekrok, Håvard Borgen; Costache, Anamaria; Kolberg, Jascha; Rathgeb, Christian. (2023) On the Feasibility of Fully Homomorphic Encryption of Minutiae-Based Fingerprint Representations. ICISSP
    Academic article
  • Bauspieß, Pia; Bours, Patrick Adrianus; Rathgeb, Christian; Busch, Christoph. (2023) Type^2: A Secure and Seamless Biometric Two-Factor Authentication Protocol Using Key stroke Dynamics. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Bauspieß, Pia; Zok, Chiara-Marie; Costache, Anamaria; Rathgeb, Christian; Kolberg, Jascha; Busch, Christoph. (2023) MT-PRO: Multibiometric Template Protection Based On Homomorphic Transciphering. IEEE International Workshop on Information Forensics and Security (WIFS)
    Academic article
  • Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph Günther. (2023) Morph-PIPE: Plugging in Identity Prior to Enhance Face Morphing Attack Based on Diffusion Model. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Bauspieß, Pia; Kolberg, Jascha; Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph Günther. (2023) Privacy-Preserving Preselection for Protected Biometric Identification Using Public-Key Encryption With Keyword Search. IEEE Transactions on Industrial Informatics
    Academic article
  • Botezatu, Cristian; Ibsen, Mathias; Rathgeb, Christian; Busch, Christoph. (2023) Fun Selfie Filters in Face Recognition: Impact Assessment and Removal. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Zafar, Abdullah; Busch, Christoph. (2023) Analyzing eyebrow region for morphed image detection. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Myhrvold, Henning; Zhang, Haoyu; Tapia, Juan; Ramachandra, Raghavendra; Busch, Christoph Günther. (2023) Explainable Visualization for Morphing Attack Detection. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Busch, Christoph; Deravi, Farzin; Frings, Dinusha; Kindt, Els; Lessmann, Ralph; Nouak, Alexander. (2023) Facilitating free travel in the Schengen area—A position paper by the European Association for Biometrics. IET Biometrics
    Academic article
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Sarvaiya, Anjali; Upla, Kishor; Raja, Kiran. (2022) Unsupervised Denoising for Super-Resolution (UDSR) of Real-World Images. IEEE Access
    Academic article
  • Raja, Kiran; Mudgalgundurao, Raghavendra; Busch, Christoph. (2022) Towards better and unlinkable protected biometric templates using label-assisted discrete hashing. IET Biometrics
    Academic article
  • Hassanpour, Ahmad; Moradikia, Majid; Yang, Bian; Abdelhadi, Ahmed; Busch, Christoph; Fierrez, Julian. (2022) Differential Privacy Preservation in Robust Continual Learning. IEEE Access
    Academic article
  • Hassanpour, Ahmad; Daryani, Amir Etefaghi; Mirmahdi, Mahdieh; Raja, Kiran; Yang, Bian; Busch, Christoph. (2022) E2F-GAN: Eyes-to-Face Inpainting via Edge-Aware Coarse-to-Fine GANs. IEEE Access
    Academic article
  • Raja, Kiran; Gupta, Gourav; Venkatesh, Sushma; Ramachandra, Raghavendra; Busch, Christoph. (2022) Towards generalized morphing attack detection by learning residuals. Image and Vision Computing
    Academic article
  • Osorio-Roig, Daile; Rathgeb, Christian; Drozdowski, Pawel; Terhorst, Philipp; Struc, Vitomir; Busch, Christoph. (2022) An Attack on Facial Soft-Biometric Privacy Enhancement. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Kirfel, Alexander; Scheer, Tobias; Jung, Norbert; Busch, Christoph. (2022) Robust Identification and Segmentation of the Outer Skin Layers in Volumetric Fingerprint Data. Sensors
    Academic article
  • Alonso-Fernandez, Fernando; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph; Bigun, Josef; Vera-Rodriguez, Ruben. (2022) Cross-sensor periocular biometrics in a global pandemic: Comparative benchmark and novel multialgorithmic approach. Information Fusion
    Academic article
  • Qin, Le; Peng, Fei; Long, Min; Ramachandra, Raghavendra; Busch, Christoph. (2022) Vulnerabilities of Unattended Face Verification Systems to Facial Components-based Presentation Attacks: An Empirical Study. ACM Transactions on Privacy and Security (TOPS)
    Academic article
  • Patel, Heena; Chudasama, Vishal; Prajapati, Kalpesh; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra. (2021) ThermISRnet: An efficient thermal image super-resolution network. Optical Engineering: The Journal of SPIE
    Academic article
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph. (2021) Face Morphing Attack Generation and Detection: A Comprehensive Survey. IEEE Transactions on Technology and Society
    Academic article
  • Raja, Kiran; Ferrara, Matteo; Franco, Annalisa; Spreeuwers, Luuk; Batskos, Ilias; Wit, Florens de. (2021) Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking. IEEE Transactions on Information Forensics and Security
    Academic article
  • Zhang, Haoyu; Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Damer, Naser; Busch, Christoph. (2021) MIPGAN—Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Grimmer, Marcel; Ramachandra, Raghavendra; Busch, Christoph. (2021) Deep Face Age Progression: A Survey. IEEE Access
    Academic article
  • Kolberg, Jascha; Grimmer, Marcel; Gomez-Barrero, Marta; Busch, Christoph. (2021) Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Mandalapu, Hareesh; N, Aravinda Reddy P; Ramachandra, Raghavendra; Rao, Krothapalli Sreenivasa; Mitra, Pabitra; Prasanna, S. R. Mahadeva. (2021) Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey. IEEE Access
    Academic literature review
  • Mandalapu, Hareesh; Reddy, P. N. Aravinda; Ramachandra, Raghavendra; Rao, Krothapalli Sreenivasa; Mitra, Pabitra; Prasanna, S. R. Mahadeva. (2021) Multilingual Audio-Visual Smartphone Dataset and Evaluation. IEEE Access
    Academic article
  • Busch, Christoph; Czajka, Adam; Deravi, Farzin; Drozdowski, Pawel; Gomez‐Barrero, Marta; Hasse, Georg. (2021) A response to the European Data Protection Supervisor ‘Misunderstandings in Biometrics’ by the European Association for Biometrics. IET Biometrics
    Academic article
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra. (2021) Direct Unsupervised Super-Resolution Using Generative Adversarial Network (DUS-GAN) for Real-World Data. IEEE Transactions on Image Processing
    Academic article
  • Chudasama, Vishal; Upla, Kishor; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2021) Compact and progressive network for enhanced single image super-resolution—ComPrESRNet. The Visual Computer
    Academic article
  • Qin, Le; Peng, Fei; Venkatesh, Sushma; Ramachandra, Raghavendra; Long, Min; Busch, Christoph. (2021) Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Drozdowski, Pawel; Rathgeb, Christian; Mokroß, Benedikt-Alexander; Busch, Christoph. (2020) Multi-biometric Identification with Cascading Database Filtering. IEEE Transactions on Biometrics, Behavior, and Identity Science
    Academic article
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Spreeuwers, Luuk; Veldhuis, Raymond; Busch, Christoph. (2020) Detecting morphed face attacks using residual noise from deep multi-scale context aggregation network. 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
    Academic article
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2020) Collaborative representation of blur invariant deep sparse features for periocular recognition from smartphones. Image and Vision Computing
    Academic article
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph. (2020) Single image face morphing attack detection using ensemble of features. 2020 IEEE 23rd International Conference on Information Fusion (FUSION)
    Academic article
  • Auksorius, Egidijus; Raja, Kiran; Topcu, Berkay; Ramachandra, Raghavendra; Busch, Christoph; Boccara, Claude A. (2020) Compact and Mobile Full-Field Optical Coherence Tomography Sensor for Subsurface Fingerprint Imaging. IEEE Access
    Academic article
  • Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2020) Fused Spectral Features in Kernel Weighted Collaborative Representation for Gender Classification Using Ocular Images. Advances in Intelligent Systems and Computing
    Academic article
  • Galdi, Chiara; Chiesa, Valeria; Busch, Christoph; Correia, Paulo Lobato; Dugelay, Jean-Luc; Guillemot, Christine. (2019) Light fields for face analysis. Sensors
    Academic article
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2019) Anchored kernel hashing for cancelable template protection for cross-spectral periocular data. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2019) Computational workload in biometric identification systems: An overview. IET Biometrics
    Academic literature review
  • Raja, Kiran; Ramachandra, Raghavendra; Auksorius, Egidijus; Busch, Christoph. (2019) Subsurface and layer intertwined template protection using inherent properties of full-field optical coherence tomography fingerprint imaging. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma; Busch, Christoph. (2019) Design and Development of Low-Cost Sensor to Capture Ventral and Dorsal Finger Vein for Biometric Authentication. IEEE Sensors Journal
    Academic article
  • Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2019) Obtaining Stable Iris Codes Exploiting Low-Rank Tensor Space and Spatial Structure Aware Refinement for Better Iris Recognition. IEEE Xplore Digital Library
    Academic article
  • Vetrekar, Narayan; Ramachandra, Raghavendra; Raja, Kiran; Venkatesh, Sushma; Gad, Rajendra; Busch, Christoph. (2019) Visible to band gender classification: An extensive experimental evaluation based on multi-spectral imaging. IEEE Xplore Digital Library
    Academic article
  • Raja, Kiran; Raghavendra, R.; Auksorius, Egidijus; Boccara, Claude; Busch, Christoph. (2019) Two Stream Convolutional Neural Network for Full Field Optical Coherence Tomography Fingerprint Recognition. IEEE Xplore Digital Library
    Academic article
  • Stokkenes, Martin; Ramachandra, Raghavendra; Busch, Christoph. (2018) Biometric Transaction Authentication using Smartphones. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features. Advances in Intelligent Systems and Computing
    Academic article
  • Thorsen, Tommy Arild Garden; Wasnik, Pankaj Shivdayal; Busch, Christoph; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2018) Assessing Face Image Quality with LSTMs. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2018) Towards a Cancelable Template Protection Across NIR to Visible Spectrum Using Anchored Kernel Hashing – A Study on Cross-Spectral Periocular Images. Advances in Intelligent Systems and Computing
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran; Venkatesh, Sushma Krupa; Busch, Christoph. (2018) Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features. Pattern Recognition
    Academic article
  • Wasnik, Pankaj Shivdayal; Stokkenes, Martin; Dunfjeld, Mihkal; Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2018) Baseline Evaluation of Smartphone based Finger-photo Verification System. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Ramachandra, Raghavendra; Vetrekar, Narayan; Raja, Kiran Bylappa; Gad, Rajendra S; Busch, Christoph. (2018) Detecting Disguise Attacks on Multi-spectral Face Recognition Through Spectral Signatures. International Conference on Pattern Recognition
    Academic article
  • Ramachandra, Raghavendra; Busch, Christoph. (2017) Presentation Attack Detection Methods for Face Recognition Systems: A Comprehensive Survey. ACM Computing Surveys
    Academic article
  • Stokkenes, Martin; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Sigaard, Morten; Gomez-Barrero, Marta; Busch, Christoph. (2017) Multi-biometric template protection on smartphones: An approach based on binarized statistical features and bloom filters. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Gomez-Barrero, Marta; Rathgeb, Christian; Li, Guoqiang; Ramachandra, Raghavendra; Galbally, Javier; Busch, Christoph. (2017) Multi-biometric template protection based on bloom filters. Information Fusion
    Academic article
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Multi-patch deep sparse histograms for iris recognition in visible spectrum using collaborative subspace for robust verification. Pattern Recognition Letters
    Academic article
  • Scherhag, Ulrich; Nautsch, Andreas; Rathgeb, Christian; Gomez-Barrero, Marta; Veldhuis, Raymond N.J.; Spreeuwers, Luuk. (2017) Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Wasnik, Pankaj Shivdayal; Schäfer, Katharina; Ramachandra, Raghavendra; Busch, Christoph; Raja, Kiran Bylappa. (2017) Fusing Biometric Scores Using Subjective Logic for Gait Recognition on Smartphone. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) Intrinsic Limitations of Fingerprint Orientation Estimation. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Sic-Gen: A Synthetic Iris-Code Generator. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Face Presentation Attack Detection by Exploring Spectral Signatures. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Alonso-Fernandez, Fernando; Raja, Kiran Bylappa; Busch, Christoph; Bigun, Josef. (2017) Log-Likelihood Score Level Fusion for Improved Cross-Sensor Smartphone Periocular Recognition. European Signal Processing Conference
    Academic article
  • Gomez-Barrero, Marta; Rathgeb, Christian; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Biometric Symmetry: Implications on Template Protection. European Signal Processing Conference
    Academic article
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Bloom Filter-based Search Structures for Indexing and Retrieving Iris-Codes. IET Biometrics
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
    Academic article
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Collaborative representation of statistically independent filters? response: An application to face recognition under illicit drug abuse alterations. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Survey on the impact of fingerprint image enhancement. IET Biometrics
    Academic article
  • Martiri, Edlira; Gomez-Barrero, Marta; Yang, Bian; Busch, Christoph. (2016) Biometric template protection based on Bloom filters and honey templates. IET Biometrics
    Academic article
  • Ramachandra, Raghavendra; Busch, Christoph. (2016) Learning deeply coupled autoencoders for smartphone based robust periocular verification. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Pedersen, Marius; Hardeberg, Jon Yngve; Busch, Christoph. (2016) Vision Security – the role of imaging for observer and observed. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick; Busch, Christoph. (2016) The influence of fingerprint image degradations on the performance of biometric system and quality assessment. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Sequeira, Ana F; Chen, Lulu; Ferryman, James; Alonso-Fernandez, Fernando; Bigun, Josef; Raja, Kiran Bylappa. (2016) Cross-Eyed - Cross-Spectral Iris/Periocular Recognition Database and Competition. GI-Edition Lecture Notes in Informatics (LNI)
    Academic article
  • Olsen, Martin Aastrup; Šmida, Vladimír; Busch, Christoph. (2016) Finger image quality assessment features - definitions and evaluation. IET Biometrics
    Academic article
  • Gomez-Barrero, Marta; Rathgeb, Christian; Galbally, Javier; Busch, Christoph; Fierrez, Julian. (2016) Unlinkable and irreversible biometric template protection based on bloom filters. Information Sciences
    Academic article
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Texture based features for robust palmprint recognition: a comparative study. EURASIP Journal on Multimedia and Information Security
    Academic article
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Video Presentation Attack Detection in Visible Spectrum Iris Recognition Using Magnified Phase Information. IEEE Transactions on Information Forensics and Security
    Academic article
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Vemuri, Vinay Krishna; Busch, Christoph. (2015) Smartphone based visible iris recognition using deep sparse filtering. Pattern Recognition Letters
    Academic article
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Busch, Christoph. (2015) Presentation Attack Detection for Face Recognition Using Light Field Camera. IEEE Transactions on Image Processing
    Academic article
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Robust Scheme for Iris Presentation Attack Detection Using Multiscale Binarized Statistical Image Features. IEEE Transactions on Information Forensics and Security
    Academic article
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Busch, Christoph. (2015) Exploring the Usefulness of Light Field Camera for Biometrics : An Empirical Study on Face and Iris Recognition. IEEE Transactions on Information Forensics and Security
    Academic article
  • Busch, Christoph. (2014) Biometrische Zugangskontrolle mit Smartphones. Datenschutz und Datensicherheit - DuD
    Popular scientific article
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Novel image fusion scheme based on dependency measure for robust multispectral palmprint recognition. Pattern Recognition
    Academic article
  • Sousedik, Ctirad; Busch, Christoph. (2014) Presentation attack detection methods for fingerprint recognition systems: a survey. IET Biometrics
    Academic article
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection algorithm for face and iris biometrics. European Signal Processing Conference
    Academic article
  • Overgaard, Niclas; Sousedik, Ctirad; Busch, Christoph. (2014) Eulerian Video Magnification for Fingerprint Liveness Detection. Norsk Informasjonssikkerhetskonferanse (NISK)
    Academic article
  • Yang, Bian; Li, Xue; Busch, Christoph. (2012) Collecting fingerprints for recognition using mobile phone cameras. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Yang, Bian; Busch, Christoph; Groot, Koen de; Xu, Haiyun; Veldhuis, Raymond N.J.. (2012) Performance Evaluation of Fusing Protected Fingerprint Minutiae Templates on the Decision Level. Sensors
    Academic article
  • Pflug, Anika; Hartung, Daniel; Busch, Christoph. (2012) Feature extraction from vein images using spatial information and chain codes. Information Security Technical Report
    Academic article
  • Hartung, Daniel; Olsen, Martin Aastrup; Xu, T.; Nguyen, Hai Thanh; Busch, Christoph. (2012) Comprehensive analysis of spectral minutiae for vein pattern recognition. IET Biometrics
    Academic article
  • Yang, Bian; Busch, Christoph. (2011) AUGMENTED FINGERPRINT MINUTIAE VICINITY. IEEE Transactions on Image Processing
    Academic article
  • Yang, Bian; Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick. (2010) Encrypting Fingerprint Minutiae Templates by Random Quantization. Communications in Computer and Information Science (CCIS)
    Academic article
  • Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Fingerprint Verification at the Minutiae and Pseudonymous Identifier Levels. IEEE International Conference on Systems, Man and Cybernetics (SMC)
    Academic article
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) Impact of Finger Type in Fingerprint Authentication. Communications in Computer and Information Science (CCIS)
    Academic article
  • Breebaart, Jeroen; Yang, Bian; Buhan-Dulman, Ileana; Busch, Christoph. (2009) Biometric template protection: The need for open standards. Datenschutz und Datensicherheit - DuD
    Article in business/trade/industry journal
  • Wang, Zhifang; Han, Qi; Li, Q.; Niu, Xia-Mu; Busch, Christoph. (2009) Complex common vector for multimodal biometric recognition. Electronics Letters
    Academic article
  • Kevenaar, Tom; Veen, M. van der; Zhou, Xuebing; Busch, Christoph. (2008) Privacy for Biometric Identification Information. ?
    Article in business/trade/industry journal

Books

  • Kabbani, Wassim Hassan; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph Günther. (2024) Radial Distortion in Face Images: Detection and Impact. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Kabbani, Wassim Hassan; Raja, Kiran Bylappa; Busch, Christoph Günther. (2023) Robust Sclera Segmentation for Skin-Tone Agnostic Face Image Quality Assessment. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Rathgeb, Christian; Tolosana, Ruben; Vera, Ruben; Busch, Christoph. (2022) Handbook of Digital Face Manipulation and Detection. Springer Springer
    Textbook
  • Brömme, Arslan; Busch, Christoph; Damer, Naser; Dantcheva, Antitza; Gomez-Barrero, Marta; Raja, Kiran. (2021) Proceedings of the 20th International Conference of the Biometrics Special Interest Group (BIOSIG2021). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Uhl, Andreas; Busch, Christoph; Marcel, Sebastien; Veldhuis, Raymond N.J.. (2020) Handbook of Vascular Biometrics. Springer Springer
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Raja, Kiran; Rathgeb, Christian; Uhl, Andreas. (2020) Proceedings of the 19th International Conference of the Biometrics Special Interest Group (BIOSIG 2020). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Rathgeb, Christian; Uhl, Andreas. (2019) International Conference of the Biometrics Special Interest Group (BIOSIG 2019). IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph; Dantcheva, Antitza; Rathgeb, Christian; Uhl, Andreas. (2018) Proceedings of the 17th International Conference of the Biometrics Special Interest Group (BIOSIG 2018). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph; Rathgeb, Christian; Uhl, Andreas. (2015) BIOSIG 2015: Proceedings of the 14th International Conference of the Biometrics Special Interest Group. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph. (2014) International Conference of the Biometrics Special Interest Group (BIOSIG). Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Kakadiaris, Ioannis A.; Scheirer, Walter J.; Busch, Christoph. (2014) Biometric and Surveillance Technology for Human and Activity Identification XI. SPIE - The International Society for Optics and Photonics SPIE - The International Society for Optics and Photonics
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph. (2013) BIOSIG 2013 Proceedings of the 12th International Conference of the Biometrics Special Interest Group; 04.-06. September 2013 in Darmstadt, Germany. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph. (2011) BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt. Gesellschaft für Informatik Gesellschaft für Informatik
    Academic anthology/Conference proceedings
  • Brömme, Arslan; Busch, Christoph. (2010) BIOSIG 2010 - Proceedings of the Special Interest Group on Biometrics and Electronic Signatures, 09.-10. September 2010 in Darmstadt, Germany. Bonner Köllen Verlag Bonner Köllen Verlag
    Academic anthology/Conference proceedings

Part of book/report

  • Kabbani, Wassim Hassan; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2024) Demographic Variability in Face Image Quality Measures.
    Academic chapter/article/Conference paper
  • Kabbani, Wassim Hassan; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2024) Eye Sclera for Fair Face Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Bauspieß, Pia; Grimmer, Marcel; Fougner, Cecilie; Vasseur, Damien Le; Stöcklin, Thomas Thaulow; Rathgeb, Christian. (2023) HEBI: Homomorphically Encrypted Biometric Indexing.
    Academic chapter/article/Conference paper
  • Zhang, Haoyu; Ramachandra, Raghavendra; Busch, Christoph Günther. (2023) Face Presentation Attack Detection Using Remote Photoplethysmography Transformer Model.
    Academic chapter/article/Conference paper
  • Grimmer, Marcel; Rathgeb, Christian; Veldhuis, Raymond Nicolaas Johan; Busch, Christoph. (2023) NeutrEx: A 3D Quality Component Measure on Facial Expression Neutrality.
    Academic chapter/article/Conference paper
  • Tapia, Juan E.; Busch, Christoph Günther; Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2023) Simulating Print/Scan Textures for Morphing Attack Detection.
    Academic chapter/article/Conference paper
  • Kabbani, Wassim; Grimmer, Marcel; Busch, Christoph. (2022) EGAIN: Extended GAN Inversion Architecture.
    Academic chapter/article/Conference paper
  • Xu, Ying; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2022) Adversarial Attacks on Face Recognition Systems.
    Chapter
  • Bauspieß, Pia; Olafsson, Jonas; Kolberg, Jascha; Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph Günther. (2022) Improved Homomorphically Encrypted Biometric Identification Using Coefficient Packing.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Elbo, Thomas Møller; Ramachandra, Raghavendra; Busch, Christoph. (2021) Cross-lingual Speaker Verification: Evaluation On X-Vector Method.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Busch, Christoph; Ramachandra, Raghavendra. (2021) Multilingual Voice Impersonation Dataset and Evaluation.
    Academic chapter/article/Conference paper
  • Zhang, Haoyu; Grimmer, Marcel; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2021) On the Applicability of Synthetic Data for Face Recognition.
    Academic chapter/article/Conference paper
  • Mokroß, Benedikt-Alexander; Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2020) Efficient Identification in Large-Scale Vein Recognition Systems Using Spectral Minutiae Representations.
    Chapter
  • Chudasama, Vishal; Patel, Heena; Prajapati, Kalpesh; Upla, Kishor; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2020) TherISuRNet-A Computationally Efficient Thermal Image Super-Resolution Network.
    Academic chapter/article/Conference paper
  • Rai, Aashish; Chudasama, Vishal; Upla, Kishor; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2020) ComSupResNet: A Compact Super-Resolution Network for Low-Resolution Face Images.
    Academic chapter/article/Conference paper
  • Prajapati, Kalpesh; Chudasama, Vishal; Patel, Heena; Upla, Kishor; Ramachandra, Raghavendra; Raja, Kiran Bylappa. (2020) Unsupervised single image super-resolution network (usisresnet) for real-world data using generative adversarial network.
    Academic chapter/article/Conference paper
  • Nielsen, Thomas; Khodabakhsh, Ali; Busch, Christoph. (2020) Unit-Selection Based Facial Video Manipulation Detection.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Busch, Christoph. (2020) A Generalizable Deepfake Detector based on Neural Conditional Distribution Modelling.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2019) Towards making Morphing Attack Detection robust using hybrid Scale-Space Colour Texture Features.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2019) An Empirical Evaluation of Deep Architectures on Generalization of Smartphone-based Face Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2019) A New Multi-spectral Iris Acquisition Sensor for Biometric Verification and Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2019) Towards Reducing the Error Rates in Template Protection for Iris Recognition Using Custom Cuckoo Filters.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Buchmann, Nicolas; Rathgeb, Christian; Margraf, Marian; Busch, Christoph. (2019) On the Application of Homomorphic Encryption to Face Identification.
    Academic chapter/article/Conference paper
  • Venkatesh, Sushma; Ramachandra, Raghavendra; Raja, Kiran; Spreeuwers, Luuk; Veldhuis, Raymond N.J.; Busch, Christoph. (2019) Morphed Face Detection Based on Deep Color Residual Noise.
    Academic chapter/article/Conference paper
  • Raja, Kiran; Damer, Naser; Ramachandra, Raghavendra; Boutros, Fadi; Busch, Christoph. (2019) Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Ramachandra, Raghavendra; Busch, Christoph. (2019) Empirical Evaluation of Texture-Based Print and Contact Lens Iris Presentation Attack Detection Methods.
    Academic chapter/article/Conference paper
  • Mandalapu, Hareesh; Ramachandra, Raghavendra; Busch, Christoph. (2019) Image Quality and Texture-Based Features for Reliable Textured Contact Lens Detection.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Bhattacharjee, Sushil; Wasnik, Pankaj Shivdayal; Marcel, Sebastien. (2019) Custom Silicone Face Masks: Vulnerability of Commercial Face Recognition Systems and Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Pedersen, Marius; Busch, Christoph. (2019) Subjective Versus Objective Face Image Quality Evaluation For Face Recognition.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Busch, Christoph. (2019) Subjective Evaluation of Media Consumer Vulnerability to Fake Audiovisual Content.
    Academic chapter/article/Conference paper
  • Osorio-Roig, Daile; Drozdowski, Pawel; Rathgeb, Christian; Morales-González, Annette; Garea-Llano, Eduardo; Busch, Christoph. (2019) Iris Recognition in Visible Wavelength: Impact and automated Detection of Glasses.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Rathgeb, Christian; Busch, Christoph. (2019) Turning a Vulnerability into an Asset: Accelerating Facial Identification with Morphing.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Fischer, Daniel; Rathgeb, Christian; Schiel, Christopher; Busch, Christoph. (2018) Database Binning and Retrieval in Multi-Fingerprint Identification Systems.
    Academic chapter/article/Conference paper
  • Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2018) Manifold-Structure Preserving Biometric Templates - A Preliminary Study On Fully Cancelable Smartphone Biometric Templates.
    Academic chapter/article/Conference paper
  • Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2018) Towards Protected and Cancelable Multi-Spectral Face Templates Using Feature Fusion and Kernalized Hashing.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Struck, Florian; Rathgeb, Christian; Busch, Christoph. (2018) Detection of Glasses in Near-Infrared Ocular Images.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Wiegand, Nikolai; Rathgeb, Christian; Busch, Christoph. (2018) Score Fusion Strategies in Single-Iris Dual-Probe Recognition Systems.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Busch, Christoph. (2018) Fake Face Detection Methods: Can They Be Generalized?.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel; Struck, Florian; Rathgeb, Christian; Busch, Christoph. (2018) Benchmarking Binarisation Schemes for Deep Face Templates.
    Academic chapter/article/Conference paper
  • Vetrekar, Narayan; Raja, Kiran; Ramachandra, Raghavendra; Gad, R.S.; Busch, Christoph. (2018) Multi-spectral Imaging For Robust Ocular Biometrics.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) A low-cost Multi-Fingervein Verification System.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Stokkenes, Martin; Raja, Kiran B.; Busch, Christoph. (2018) Improved Fingerphoto Verification System Using Multi-scale Second Order Local Structures.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2018) Subjective Logic Based Score Level Fusion: Combining Faces and Fingerprints.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2018) Transgender Face Recognition with Off-the-shelf Pre-trained CNNs: A comprehensive study.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma; Hegde, Sneha; Dandappanavar, Shreedhar; Busch, Christoph. (2018) Verifying the Newborns without Infection Risks Using Contactless Palmprints.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Stokkenes, Martin; Busch, Christoph. (2018) Fusion of Multi-Scale Local Phase Quantization Features for Face Presentation Attack Detection.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Vetrekar, Narayan; Raja, Kiran Bylappa; Gad, Rajendra S; Busch, Christoph. (2018) Robust gender classification using extended multi-spectral imaging by exploring the spectral angle mapper.
    Academic chapter/article/Conference paper
  • Khodabakhsh, Ali; Ramachandra, Raghavendra; Busch, Christoph. (2018) A Taxonomy of Audiovisual Fake Multimedia Content Creation Technology.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Assessing Face Image Quality for Smartphone based Face Recognition System.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Venkatesh, Sushma Krupa; Raja, Kiran Bylappa; Busch, Christoph. (2017) Transferable deep convolutional neural network features for fingervein presentation attack detection.
    Academic chapter/article/Conference paper
  • Scherhag, Ulrich; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gomez-Barrero, Marta; Rathgeb, Christian; Busch, Christoph. (2017) On the Vulnerability of Face Recognition Systems Towards Morphed Face Attacks.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) De-Convolutional Auto-Encoder for Enhancement of Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Presentation Attack Detection in Face Biometric Systems Using Raw Sensor Data from Smartphones.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Marcel, Sebastien; Busch, Christoph. (2017) Face Presentation Attack Detection Across Spectrum using Time-Frequency Descriptors of Maximal Response in Laplacian Scale-Space.
    Academic chapter/article/Conference paper
  • Vetrekar, Narayan; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Gad, R.S.; Busch, Christoph. (2017) Collaborative Representation of Grassmann Manifold Projection Metric for Robust Multi-spectral Face Recognition.
    Chapter
  • Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Minutia-based Enhancement of Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Ellingsgaard, John; Busch, Christoph. (2017) Altered Fingerprint Detection.
    Academic chapter/article/Conference paper
  • Vetrekar, Narayan; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gad, R.S.; Busch, Christoph. (2017) Extended Multi-spectral Imaging For Gender Classification Based On Image Set.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Wasnik, Pankaj Shivdayal; Ramachandra, Raghavendra; Busch, Christoph. (2017) Robust face presentation attack detection on smartphones : An approach based on variable focus.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) Deep expectation for estimation of fingerprint orientation fields.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Face morphing versus face averaging: Vulnerability and detection.
    Academic chapter/article/Conference paper
  • Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) ConvNet Regression for Fingerprint Orientations.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Hofbauer, Heinz; Wagner, Johannes; Uhl, Andreas; Busch, Christoph. (2017) Towards pre-alignment of near-infrared iris images.
    Academic chapter/article/Conference paper
  • Drozdowski, Pawel Grzegorz; Rathgeb, Christian; Busch, Christoph. (2017) Multi-iris indexing and retrieval: Fusion strategies for bloom filter-based search structures.
    Academic chapter/article/Conference paper
  • Sequeira, Ana F; Chen, Lulu; Ferryman, James; Wild, Peter; Alonso-Fernandez, Fernando; Bigun, Josef. (2017) Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition.
    Academic chapter/article/Conference paper
  • Stokkenes, Martin; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Sigaard, Morten; Busch, Christoph. (2017) Feature Level Fused Templates for Multi-Biometric System on Smartphones.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Busch, Christoph. (2017) Extended multispectral face presentation attack detection: An approach based on fusing information from individual spectral bands.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Auksorius, Egidijus; Ramachandra, Raghavendra; Boccara, A. Claude; Busch, Christoph. (2017) Robust Verification With Subsurface Fingerprint Recognition Using Full Field Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2017) Scale-level score fusion of steered pyramid features for cross-spectral periocular verification.
    Academic chapter/article/Conference paper
  • Tulshidas, Vetrekar Narayan; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Gad, R.S.; Busch, Christoph. (2017) Extended Spectral To Visible Comparison Based On Spectral Band Selection Method For Robust Face Recognition.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Venkatesh, Sushma Krupa; Cheikh, Faouzi Alaya; Busch, Christoph. (2017) On the Vulnerability of Extended Multispectral Face Recognition Systems Towards Presentation Attacks.
    Academic chapter/article/Conference paper
  • Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2017) ContlensNet: Robust Iris Contact Lens Detection Using Deep Convolutional Neural Networks.
    Academic chapter/article/Conference paper
  • Haraksim, Rudolf; Anthonioz, Alexandre; Champod, Christophe; Olsen, Martin Aastrup; Ellingsgård, John; Busch, Christoph. (2016) Altered Fingerprint Detection - Algorithm Performance Evaluation.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2016) Cross-Spectrum Periocular Authentication for NIR and Visible Images Using Bank of Statistical Filters.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Biometric recognition of surgically altered periocular region: A comprehensive study.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Dynamic Scale Selected Laplacian Decomposed Frequency Response for Cross-Smartphone Periocular Verification in Visible Spectrum.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Weighted Comparison Score Fusion for Accurate Verification of Surgically Altered Periocular Region.
    Academic chapter/article/Conference paper
  • Wasnik, Pankaj Shivdayal; Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Eye region based multibiometric fusion to mitigate the effects of body weight variations in face recognition.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Ramachandra; Busch, Christoph. (2016) Collaborative representation of deep sparse filtered features for robust verification of smartphone periocular images.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Presentation Attack Detection Algorithms for Finger Vein Biometrics: A Comprehensive Study.
    Academic chapter/article/Conference paper
  • Tome, P.; Raghavendra, Rachamandra; Busch, Christoph; Tirunagari, Santosh; Poh, Norman; Shekar, B. H.. (2015) The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Time-Frequency Features of Laplacian Decomposition.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2015) A Novel Fingerprint Indexing Approach Focusing on Minutia Location and direction.
    Academic chapter/article/Conference paper
  • Martiri, Edlira Nepravishta; Yang, Bian; Busch, Christoph. (2015) Protected Honey Face Templates.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Rathgeb, Christian; Busch, Christoph. (2015) Towards generating protected fingerprint templates based on bloom filters.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Böckeler, Martin; Busch, Christoph. (2015) Predicting Dactyloscopic Examiner Fingerprint Image Quality Assessments.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Improved Face Recognition by Combining Information from Multiple Cameras in Automatic Border Control System.
    Academic chapter/article/Conference paper
  • Gottschlich, Carsten; Mikaelyan, Anna; Olsen, Martin Aastrup; Bigun, Josef; Busch, Christoph. (2015) Improving Fingerprint Alteration Detection.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Busch, Christoph. (2015) An efficient finger vein indexing scheme based on unsupervised clustering.
    Academic chapter/article/Conference paper
  • Surbiryala, Jayachander; Raghavendra, Rachamandra; Busch, Christoph. (2015) Finger vein indexing based on binary features.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Busch, Christoph. (2015) Hand Dorsal Vein Recognition: Sensor, Algorithms and Evaluation.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Exploring dorsal finger vein pattern for robust person recognition.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2015) Multi-modal Authentication System for Smartphones Using Face, Iris and Periocular.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Cheikh, Faouzi Alaya; Busch, Christoph. (2015) Evaluation of Fusion Approaches for Face Recognition using Light Field Cameras.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2015) Fusion of Face and Periocular Information for Improved Authentication on Smartphones.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Iris imaging in visible spectrum using white LED.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Avinash, Manasa; Marcel, Sebastien; Busch, Christoph. (2015) Finger vein liveness detection using motion magnification.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2015) Presentation attack detection using Laplacian decomposed frequency response for visible spectrum and Near-Infra-Red iris systems.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Dusio, Marek; Busch, Christoph. (2015) Fingerprint skin moisture impact on biometric performance.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2015) Face Image Resolution Enhancement based on Weighted Fusion of Wavelet Decomposition.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2015) A Fingerprint Indexing Scheme with Robustness against Sample Translation and Rotation.
    Academic chapter/article/Conference paper
  • Yang, Bian; Chu, Huiguang; Li, Guoqiang; Petrovic, Slobodan; Busch, Christoph. (2014) Cloud Password Manager Using Privacy-Preserved Biometrics.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph; Mondal, Soumik. (2014) An Empirical Study of Smartphone Based Iris Recognition in Visible Spectrum.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Robust palmprint verification using sparse representation of binarized statistical features: a comprehensive study.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Stokkenes, Martin; Busch, Christoph. (2014) Smartphone Authentication System Using Periocular Biometrics.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Surbiryala, Jayachander; Raja, Kiran Bylappa; Busch, Christoph. (2014) Novel Finger Vascular Pattern Imaging Device for Robust Biometric Verification.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Busch, Christoph; Yang, Bian. (2014) A novel approach used for measuring fingerprint orientation of arch fingerprint.
    Academic chapter/article/Conference paper
  • Ellingsgård, John; Sousedik, Ctirad; Busch, Christoph. (2014) Detecting fingerprint alterations by orientation field and minutiae orientation analysis.
    Academic chapter/article/Conference paper
  • Wang, Jinghua; Olsen, Martin Aastrup; Busch, Christoph. (2014) Finger image quality based on singular point localization.
    Academic chapter/article/Conference paper
  • Danov, Ivan; Olsen, Martin Aastrup; Busch, Christoph. (2014) Interpretation of fingerprint image quality features extracted by self-organizing maps.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2014) A score-level fusion fingerprint indexing approach based on minutiae vicinity and minutia cylinder-code.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2014) Smartphone Based Robust Iris Recognition in Visible Spectrum using Clustered K-means Features.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection algorithm for face and iris biometrics.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph. (2014) Presentation attack detection on visible spectrum iris recognition by exploring inherent characteristics of Light Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2014) Automatic Face Quality Assessment from Video using Gray Level Co-occurrence Matrix: An Empirical Study on Automatic Border Control System.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Busch, Christoph. (2014) Binarized statistical features for improved iris and periocular recognition in visible spectrum.
    Academic chapter/article/Conference paper
  • Sousedik, Ctirad; Busch, Christoph. (2014) Quality of Fingerprint Scans captured using Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Dusio, Marek; Olsen, Martin Aastrup; Busch, Christoph. (2014) Fingerprint sample quality assessment via ridge line count using Laplacian of Gaussian edge finding.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Surbiryala, Jayachander; Busch, Christoph. (2014) A low-cost multimodal Biometric Sensor to capture Finger Vein and Fingerprint.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Bringer, Julien; Kindt, Els; Belser, Willem Ronald; Seidel, Uwe. (2013) Towards standardizing trusted evidence of identity.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Combining Iris and Periocular Recognition using Light Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Improved face recognition at a distance using light field camera & super resolution schemes.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Busch, Christoph; Yang, Bian. (2013) Scaling-Robust Fingerprint Verification with Smartphone Camera in Real-life Scenarios.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Pflug, Anika; Yang, Bian; Busch, Christoph. (2013) 3D face reconstruction and multimodal person identification from video captured using smartphone camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) GUCLF: a new light field face database.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) A Novel Image Fusion Scheme For Robust Multiple Face Recognition With Light-field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Busch, Christoph. (2013) Robust “On-the-Fly” person identification using Sparse Representation.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Tabassi, Elham; Makarov, Anton; Busch, Christoph. (2013) Self-Organizing Maps for Fingerprint Image Quality Assessment.
    Academic chapter/article/Conference paper
  • Yang, Bian; Li, Guoqiang; Busch, Christoph. (2013) Qualifying fingerprint samples captured by smartphone cameras.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2013) Independent Performance Evaluation of Pseudonymous Identifier Fingerprint Verification Algorithms.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2013) Autocorrelation and DCT based quality metrics for fingerprint samples generated by smartphones.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Comparative Evaluation of Super-Resolution Techniques For Multi-Face Recognition Using Light-Field Camera.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Raja, Kiran Bylappa; Yang, Bian; Busch, Christoph. (2013) Multi-face recognition at a distance using light-field camera.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Busch, Christoph. (2013) Lightweight Quality Metrics for Smartphone Camera based Fingerprint Samples.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Raja, Kiran Bylappa; Busch, Christoph. (2013) A New Perspective - Face Recognition with Light-Field Camera.
    Academic chapter/article/Conference paper
  • Sousedik, Ctirad; Breithaupt, Ralph; Busch, Christoph. (2013) Volumetric Fingerprint Data Analysis using Optical Coherence Tomography.
    Academic chapter/article/Conference paper
  • Raja, Kiran Bylappa; Raghavendra, Rachamandra; Cheikh, Faouzi Alaya; Yang, Bian; Busch, Christoph. (2013) Robust iris recognition using light-field camera.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Tistarelli, Massimo; Busch, Christoph. (2013) Vein minutia cylinder-codes (V-MCC).
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Olsen, Martin Aastrup; Busch, Christoph. (2013) Quality Assessment for Fingerprints Collected by Smartphone Cameras.
    Academic chapter/article/Conference paper
  • Pflug, Anika; Back, Philip Michael; Busch, Christoph. (2012) Towards Making HCS Ear Detection Robust Against Rotation.
    Academic chapter/article/Conference paper
  • Li, Xue; Yang, Bian; Busch, Christoph. (2012) On Reliability of Minutiae Based Fingerprint Features.
    Academic chapter/article/Conference paper
  • Li, Xue; Yang, Bian; Busch, Christoph. (2012) Interoperable Protected Fingerprint Minutiae Templates.
    Academic chapter/article/Conference paper
  • Li, Guoqiang; Yang, Bian; Raghavendra, Rachamandra; Busch, Christoph. (2012) Testing Mobile Phone Camera Based Fingerprint Recognition under Real-Life Scenarios.
    Academic chapter/article/Conference paper
  • Raghavendra, Rachamandra; Yang, Bian; Busch, Christoph. (2012) Accurate face detection in video based on likelihood assessment.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Brauckman, Michael; Veldhuis, Raymond N.J.; Deravi, Farzin; Kevenaar, Tom; Nouak, Alexander. (2012) Towards a more Secure Border Control with 3D Face Recognition.
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Yang, Bian; Busch, Christoph. (2012) Fingerprint Recognition with Embedded Cameras on Mobile Phones.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Pflug, Anika; Busch, Christoph. (2012) Vein Pattern Recognition Using Chain Codes, Spatial Information and Skeleton Fusing.
    Academic chapter/article/Conference paper
  • Yang, Bian; Rajbhandari, Lisa; Busch, Christoph; Zhou, Xuebing. (2012) Privacy Implications of Identity References in Biometrics Databases.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2012) Generalized fingerprint minutiae vicinities.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Xu, Haiyun; Busch, Christoph. (2012) Gabor Filters as Candidate Quality Measure for NFIQ 2.0.
    Academic chapter/article/Conference paper
  • Pflug, Anika; Winterstein, Adrian; Busch, Christoph. (2012) Ear Detection in 3D Profile Images based on Surface Curvature.
    Academic chapter/article/Conference paper
  • Simoens, Koen; Yang, Bian; Zhou, Xuebing; Beato, Filipe; Busch, Christoph; Newton, Elaine M.. (2012) Criteria Towards Metrics for Benchmarking Template Protection Algorithms.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2012) Biometric Transaction Authentication Protocol: Formal Model Verification and “Four-Eyes” Principle Extension.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Martin, Sophie; Busch, Christoph. (2011) Quality Estimation for Vascular Pattern Recognition.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2011) Keyed Scalable Minutiae Coding.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Groot, Koen de; Xu, Haiyun; Veldhuis, Raymond N.J.. (2011) Decision Level Fusion of Fingerprint Minutiae Based Pseudonymous Identifiers.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2011) Augmented fingerprint minutiae vicinity.
    Academic chapter/article/Conference paper
  • Nickel, Claudia; Derawi, Mohammad; Bours, Patrick; Busch, Christoph. (2011) Scenario test of accelerometer-based biometric gait recognition.
    Academic chapter/article/Conference paper
  • Olsen, Martin; Busch, Christoph. (2011) Deficiencies in NIST Fingerprint Image Quality Algorithm.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2011) Biometrische Fingererkennung - Fusion von Fingerabdruck, Fingervenen - und Fingergelenkbild.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick; Yang, Bian. (2011) Fusion in fingerprint authentication: two finger types vs. two scanner types.
    Academic chapter/article/Conference paper
  • Yang, Bian; Chen, Zhibo; Busch, Christoph. (2011) Raster Image Representation of Fingerprint Minutiae.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Kuijper, Arjan; Veldhuis, Raymond N.J.; Busch, Christoph. (2011) Quantifying Privacy and Security of Biometric Fuzzy Commitment.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Olsen, Martin Aastrup; Xu, Haiyun; Busch, Christoph. (2011) Spectral Minutiae for Vein Pattern Recognition.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Hartung, Daniel; Busch, Christoph; Larsen, Rasmus. (2011) Convolution Approach for Feature Detection in Topological Skeletons Obtained from Vascular Patterns.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) Impact of Finger Type in Fingerprint Authentication.
    Academic chapter/article/Conference paper
  • Yang, Bian; Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick. (2010) Encrypting Fingerprint Minutiae Templates by Random Quantization.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Bours, Patrick; Yang, Bian; Busch, Christoph. (2010) GUC100 Multi-scanner Fingerprint Database for In-House (Semi-public) Performance and Interoperability Evaluation.
    Academic chapter/article/Conference paper
  • Abt, Sebastian; Busch, Christoph; Nickel, Claudia. (2010) Applikation des DBSCAN Clustering-Verfahrens zur Generierung von Ground-Truth Fingerabdruck-Minutien.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Busch, Christoph; Bours, Patrick; Yang, Bian. (2010) Fusion in Fingerprint Authentication: Two Finger Scenarios.
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Nickel, Claudia; Bours, Patrick; Busch, Christoph. (2010) Unobtrusive User-Authentication on Mobile Phones Using Biometric Gait Recognition.
    Academic chapter/article/Conference paper
  • Mairaj, Danish; Wolthusen, Stephen; Busch, Christoph. (2010) Teeth Segmentation and Feature Extraction for Odontological Biometrics.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2010) Biometric Transaction Authentication Protocol.
    Academic chapter/article/Conference paper
  • Yang, Bian; Hartung, Daniel; Simoens, Koen; Busch, Christoph. (2010) Dynamic random projection for biometric template protection.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Niu, Xia-Mu. (2010) Joint reversible data hiding and image encryption.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Bours, Patrick; Gafurov, Davrondzhon. (2010) Robust minutiae hash for fingerprint template protection.
    Academic chapter/article/Conference paper
  • Hirzel, Jan; Hartung, Daniel; Busch, Christoph. (2010) Fingerprint Recognition with Cellular Partitioning and Co-Sinusoidal Triplets.
    Academic chapter/article/Conference paper
  • Derawi, Mohammad; Gafurov, Davrondzhon; Larsen, Rasmus; Busch, Christoph; Bours, Patrick. (2010) Fusion of gait and fingerprint for user authentication on mobile devices.
    Academic chapter/article/Conference paper
  • Riedmüller, Reinhard; Seeger, Mark M.; Baier, Harald; Busch, Christoph; Wolthusen, Stephen. (2010) Constraints on autonomous use of standard GPU components for asynchronous observations and intrusion detection.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Hartung, Daniel. (2010) Biometrische Nachrichten-Authentisierung.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Gafurov, Davrondzhon; Bours, Patrick. (2010) Renewable Minutiae Templates with Tunable Size and Security.
    Academic chapter/article/Conference paper
  • Olsen, Martin Aastrup; Hartung, Daniel; Busch, Christoph; Larsen, Rasmus. (2010) Contrast Enhancement and Metrics for Biometric Vein Pattern Recognition.
    Academic chapter/article/Conference paper
  • Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Fingerprint verification at the minutiae and pseudonymous identifier levels.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2009) Geometric-Aligned Cancelable Fingerprint Templates.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Han, Qi; Niu, Xia-Mu; Busch, Christoph. (2009) Feature-Level Fusion of Iris and Face for Personal Identification.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Han, Qi; Niu, Xia-Mu; Busch, Christoph. (2009) Template Protection for Multimodal Biometric System.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph. (2009) Parameterized geometric alignment for minutiae-based fingerprint template protection.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Lodrova, Dana; Tabassi, Elham; Krodel, Wolfgang. (2009) Semantic Conformance Testing for Finger Minutiae Data.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Niu, Xia-Mu. (2009) Perceptual image encryption via reversible histogram spreading.
    Academic chapter/article/Conference paper
  • Hartung, Daniel; Busch, Christoph. (2009) Why Vein Recognition Needs Privacy Protection.
    Academic chapter/article/Conference paper
  • Busch, Christoph. (2009) Fallstudie - Gesichtserkennung beim biometrischen Reisepass.
    Academic chapter/article/Conference paper
  • Yang, Bian; Zhou, Chong-Qing; Busch, Christoph; Niu, Xia-Mu. (2009) Transparent and perceptually enhanced jpeg image encryption.
    Academic chapter/article/Conference paper
  • Lodrova, Dana; Busch, Christoph; Tabassi, Elham; Krodel, Wolfgang; Drahansky, Martin. (2009) Semantic Conformance Testing Methodology for Finger Minutiae Data.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Wolthusen, Stephen; Busch, Christoph; Kuijper, Arjan. (2009) Feature Correlation Attack on Biometric Privacy Protection Schemes.
    Academic chapter/article/Conference paper
  • Busch, Christoph; Wolthusen, Stephen. (2009) Non-Forensic Odontological Biometrics.
    Academic chapter/article/Conference paper
  • Yang, Bian; Busch, Christoph; Bours, Patrick; Gafurov, Davrondzhon. (2009) Non-invertible Geometrical Transformation for Fingerprint Minutiae Template Protection.
    Academic chapter/article/Conference paper
  • Zhou, Xuebing; Wolthusen, Stephen; Busch, Christoph; Kuijper, Arjan. (2009) A Security Analysis of Biometric Template Protection Schemes.
    Academic chapter/article/Conference paper
  • Franssen, Thomas; Zhou, Xuebing; Busch, Christoph. (2008) Fuzzy Vault for 3D Face Recognition Systems.
    Academic chapter/article/Conference paper
  • Delvaux, Nicolas; Chabanne, Herve; Bringer, Julien; Kindarji, Brune; Breebaart, Jeroen; Akkermans, Ton. (2008) Pseudo Identities based on Fingerprint Characteristics.
    Academic chapter/article/Conference paper
  • Wang, Zhifang; Chen, Shenghong; Busch, Christoph; Niu, Xia-Mu. (2008) Performance Evaluation of Fingerprint Enhancement Algorithms.
    Academic chapter/article/Conference paper

Report

  • Khodabakhsh, Ali; Busch, Christoph; Ramachandra, Raghavendra. (2021) Automated Authentication of Audiovisual Contents: A Biometric Approach. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation
  • Hartung, Daniel; Busch, Christoph. (2012) Vascular Pattern Recognition: And its Application in Privacy-Preserving Biometric Online-Banking Systems. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doctoral dissertation

Teaching

Courses

  • IMT6071 - Biometrics
  • IMT4126 - Biometrics

Outreach

2024

  • Academic lecture
    Radutoiu, Ana-Teodora; Bassit, Amina; Veldhuis, Raymond Nicolaas Johan; Busch, Christoph. (2024) A Study on the Next Generation of Digital Travel Credentials. IEEE 23rd International Conference of the Biometrics Special Interest Group (BIOSIG) 2024-09-25 - 2024-09-27
  • Academic lecture
    Franco, Annalisa; Ferrara, Matteo; Liu, Chengcheng; Busch, Christoph; Maltoni, Davide. (2024) On the Impact of Face Image Quality on Morphing Attack Detection. IEEE International Joint Conference on Biometrics (IJCB) 2024-09-15 - 2024-09-18
  • Poster
    Grimmer, Marcel; Veldhuis, Raymond Nicolaas Johan; Busch, Christoph. (2024) Efficient Expression Neutrality Estimation with Application to Face Recognition Utility Prediction. 12th IEEE International Workshop on Biometrics and Forensics 2024-04-11 - 2024-04-12
  • Poster
    Grimmer, Marcel; Busch, Christoph. (2024) AgeDiff: Latent Diffusion-based Face Age Editing with Dual Cross-Attention. IEEE International Workshop on Information Forensics and Security 2024-12-02 - 2024-12-05

2023

  • Academic lecture
    Zafar, Abdullah; Busch, Christoph. (2023) Analyzing eyebrow region for morphed image detection. Norwegian Information Security Conference (NISK) 2023-11-27 - 2023-11-30
  • Academic lecture
    Busch, Christoph. (2023) sdssf. ee 2023-12-12 - 2023-12-13

2022

  • Poster
    Grimmer, Marcel; Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph Günther. (2022) Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data. 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022) 2022-09-14 - 2022-09-16
  • Academic lecture
    Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph. (2022) Algorithmic Fairness in Face Morphing Attack Detection. Winter Conference on Applications of Computer Vision Workshops (WACVW) 2022-01-04 - 2022-01-08
  • Academic lecture
    Ferrara, Matteo; Franco, Annalisa; Maltoni, Davide; Busch, Christoph. (2022) Morphing Attack Potential. 10th International Workshop on Biometrics and Forensics (IWBF 2022) , Salzburg 2022-04-20 - 2022-04-21
  • Academic lecture
    Zhang, Haoyu; Ramachandra, Raghavendra; Busch, Christoph Günther. (2022) Face Presentation Attack Detection Using Remote Photoplethysmography Transformer Model. 7th International Conference on Computer Vision & Image Processing , Maharashtra - 440010, INDIA 2022-11-04 - 2022-11-06
  • Academic lecture
    Zhang, W.; Liu, H.; Liu, F.; Ramachandra, Raghavendra; Busch, Christoph. (2022) Effective Presentation Attack Detection Driven by Face Related Task. European Conference on Computer Vision (ECCV) 2022-10-23 - 2022-10-27
  • Academic lecture
    Patel, C; Jain, A.; Bawkar, S.; Khorasiya, M.; Prajapati, K.; Upla, Kishor. (2022) SRTGAN: Triplet Loss based Generative Adversarial Network for Real-World Super-Resolution. the 7th Seventh International Conference on Computer Vision & Image Processing (CVIP) 2022-11-04 - 2022-11-06

2021

  • Academic lecture
    Grimmer, Marcel; Zhang, Haoyu; Ramachandra, Raghavendra; Raja, Kiran; Busch, Christoph Günther. (2021) Generation of Non-Deterministic Synthetic Face Datasets Guided by Identity Priors. Norwegian Information Security Conference 2021-11-29 - 2021-12-01

2020

  • Academic lecture
    Singh, Jag Mohan; Ramachandra, Raghavendra; Busch, Christoph. (2020) Hierarchical Interpolation of Imagenet Features for cross-dataset Presentation Attack Detection. INTAP 3rd International Conference on Intelligent Technologies and Applications , Gjøvik 2020-09-28 - 2020-09-30

2019

  • Academic lecture
    Ramachandra, Raghavendra; Singh, Jag Mohan; Venkatesh, Sushma; Raja, Kiran Bylappa; Busch, Christoph. (2019) Face presentation attack detection using multi-classifier fusion of off-the-shelf deep features. Fourth International Conference on Computer Vision & Image Processing , Jaipur 2019-09-27 - 2019-09-29
  • Academic lecture
    Singh, Jag Mohan; Venkatesh, Sushma; Raja, Kiran Bylappa; Ramachandra, Raghavendra; Busch, Christoph. (2019) Detecting Finger-Vein Presentation Attacks Using 3D Shape and Diffuse Reflectance Decomposition. The 15th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS) , Sorrento 2019-11-26 - 2019-11-29
  • Academic lecture
    Singh, Jag Mohan; Ramachandra, Raghavendra; Raja, Kiran Bylappa; Busch, Christoph. (2019) Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffuse Reflectance. The 15th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS) , Sorrento 2019-11-26 - 2019-11-29

2018

  • Academic lecture
    Schuch, Patrick; May, Jan Marek; Busch, Christoph. (2018) Unsupervised Learning of Fingerprint Rotations. BIOSIG 2018 2018-09-27 - 2018-09-29
  • Academic lecture
    Schuch, Patrick; May, Jan Marek; Busch, Christoph. (2018) Estimating the Data Origin of Fingerprint Samples. BIOSIG 2018 2018-09-27 - 2018-09-29
  • Academic lecture
    Schuch, Patrick; May, Jan Marek; Busch, Christoph. (2018) Learning Neighbourhoods for Fingerprint Indexing. SITIS 2018 2018-11-26 - 2018-11-29

2017

  • Academic lecture
    Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Deep Expectation for Estimation of Fingerprint Orientation Fields. IJCB 2017 2017-10-01 - 2017-10-04
  • Academic lecture
    Schuch, Patrick; Schulz, Simon-Daniel; Busch, Christoph. (2017) Intrinsic Limitations of Fingerprint Orientation Estimation. BIOSIG 2017 2017-09-20 - 2017-09-22
  • Academic lecture
    Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2017) Minutia-based Enhancement of Fingerprint Samples. ICCST 2017 2017-10-23 - 2017-10-26

2016

  • Lecture
    Schuch, Patrick; Schulz, Simon; Busch, Christoph. (2016) De-Convolutional Auto-Encoder for Enhancement of Fingerprint Samples. the Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA 2016) , Oulu 2016-12-12 - 2016-12-15
  • Lecture
    Li, Guoqiang; Yang, Bian; Busch, Christoph. (2016) A Fingerprint Indexing Algorithm on Encrypted Domain. the 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications , Tianjin, China 2016-08-23 - 2016-08-26
  • Lecture
    Kumar, Vijay; Ramachandra, Raghavendra; Namboodiri, Anoop; Busch, Christoph. (2016) Robust Transgender Face Recognition: Approach based on Appearance and Therapy Factors. IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2016) 2016-02-29 - 2016-03-02
  • Lecture
    Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Hybrid Patterns for Presentation Attack Detection in Ocular Biometrics’. 9th International Conference on Security of Information and Networks (SIN 2016) 2016-07-20 - 2016-07-22
  • Lecture
    Ramachandra, Raghavendra; Raja, Kiran B.; Vemuri, Vinay Krishna; Kumari, Swetha; Gacon, Pierre; Krichen, Emine. (2016) Influence of Cataract Surgery on Iris Recognition: A Preliminary Study. In IAPR International Conference on Biometrics (ICB-2016) 2016-06-13 - 2016-06-16
  • Lecture
    Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Collaborative Representation of Deep Sparse Filtered Feature for Robust Verification of Smartphone Periocular Images'. 23rd IEEE International Conference in Image Processing (ICIP-2016) 2016-09-25 - 2016-09-28
  • Lecture
    Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2016) Ear Recognition after Ear Lobe Surgery: A Preliminary Study. IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2016) 2016-02-29 - 2016-03-02
  • Lecture
    Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Learning Deeply Coupled Autoencoders for Smartphone Based Robust Periocular Verification'. 23rd IEEE International Conference in Image Processing (ICIP-2016) 2016-09-25 - 2016-09-28
  • Lecture
    Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2016) On Comparison Score Fusion of Deep Autoencoders and Relaxed Collaborative Representation for Smartphone Based Accurate Periocular Verification. 19th IEEE International Conference on Information Fusion (FUSION 2016) 2016-07-05 - 2016-07-08
  • Lecture
    Stokkenes, Martin; Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Authentication protocols for biometric identity on smartphones - An overview’. 9th International Conference on Security of Information and Networks (SIN 2016) 2016-07-20 - 2016-07-22
  • Lecture
    Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Presentation Attacks Detection using a Generalizable Statistical Approach for Periocular and Iris Systems’. 15th International Conference of the Biometrics Special Interest Group (BIOSIG-2016) 2016-09-21 - 2016-09-23
  • Lecture
    Stokkenes, Martin; Ramachandra, Raghavendra; Raja, Kiran B.; Sigaard, Morten; Gomez-Barrero, Marta; Busch, Christoph. (2016) ‘Multi-Biometric Template Protection on Smartphones: An Approach based on Binarized Statistical Features and Bloom Filters’. 21th Iberoamerican Congress on Pattern Recognition (CIARP 2016) 2016-11-08 - 2016-11-11
  • Lecture
    Ramachandra, Raghavendra; Venkatesh, Sushma; Raja, Kiran B.; Cheikh, Faouzi Alaya; Busch, Christoph. (2016) 'Mutual Information Based Multispectral Image Fusion for Improved Face Recognition'. 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS -2016) 2016-11-28 - 2016-12-01
  • Lecture
    Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2016) ‘Detecting Morphed Face Images’. IEEE Eighth International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2016) 2016-09-06 - 2016-09-09
  • Lecture
    Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘A Low Cost Wrist Vein Sensor for Biometric Authentication’. IEEE Conference on Imaging Systems and Technologies (IST 2016) 2016-10-04 - 2016-10-06
  • Lecture
    Ramachandra, Raghavendra; Raja, Kiran B.; Busch, Christoph. (2016) ‘Impact of Drug Abuse on Face Recognition Systems : A Preliminary Study’. 9th International Conference on Security of Information and Networks (SIN 2016) 2016-07-20 - 2016-07-22
  • Lecture
    Wasnik, Pankaj Shivdayal; Raja, Kiran; Ramachandra, Raghavendra; Busch, Christoph. (2016) 'Presentation Attack Detection in Face Biometric Systems Using Raw Sensor Data from Smartphones'. 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS -2016) 2016-11-28 - 2016-12-01
  • Lecture
    Raja, Kiran B.; Ramachandra, Raghavendra; Busch, Christoph. (2016) ‘Cross-Spectrum Periocular Authentication for NIR and Visible Images Using Bank of Filters’. IEEE Conference on Imaging Systems and Technologies (IST 2016) 2016-10-04 - 2016-10-06

2010

  • Poster
    Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Biometric Systems. International Biometric Performance Testing Conference , National Institute of Standards and Technology (NIST), Gaithersburg, U 2010-03-02 - 2010-03-04
  • Academic lecture
    Yang, Bian; Simoens, Koen; Busch, Christoph. (2010) Security Enhanced Random Projection to Protect Biometric Templates. the 32nd Annual Symposium of the German Association for Pattern Recognition (DAGM 2010): Workshop on Pattern Recognition for IT Security , Darmstadt 2010-09-21 - 2010-09-24
  • Academic lecture
    Gafurov, Davrondzhon; Yang, Bian; Bours, Patrick; Busch, Christoph. (2010) Independent Performance Evaluation of Biometric Systems: Minutiae Performance versus Pseudonymous Identifier Performance. The first International Biometric Performance Conference (IBPC 2010) , Gaithersburg 2010-03-02 - 2010-03-04

NTNU – Norwegian University of Science and Technology

  • For employees
  • |
  • For students
  • |
  • Intranet
  • |
  • Blackboard

Studies

  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process

News

  • NTNU News
  • Vacancies

About NTNU

  • About the university
  • Libraries
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart

Contact

  • Contact NTNU
  • Employees
  • Find experts
  • Press contacts
  • Researcher support
  • Maps

NTNU in three cities

  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund

About this website

  • Use of cookies
  • Accessibility statement
  • Privacy policy
  • Editorial responsibility
Facebook Instagram Linkedin Snapchat Tiktok Youtube
Sign In
NTNU logo