Raghavendra Ramachandra
Background and activities
Raghavendra Ramachandra is working as a Professor in Department of Information Security and Communication Technology (IIK). He is member of Norwegian Biometrics Laboratory (http://nislab.no/biometrics_lab) at NTNU, Gjøvik.
Research Interests
Machine Learning, Deep learning, Image and video analytics, Biometrics, Human Behaviour Anlaysis, Video Surviellance, Health Biometrics, Smartphone Authentication.
Courses
- IIKG4000 - Specialization Project
- IMT4205 - Research Project Planning
- IMT4881 - Specialization Course 1
- IMT4215 - Fordypingsprosjekt
- IMT4882 - Specialization Course II
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
2022
- (2022) Cross-sensor periocular biometrics in a global pandemic: Comparative benchmark and novel multialgorithmic approach. Information Fusion. vol. 83-84.
- (2022) Pixel-wise supervision for presentation attack detection on identity document cards. IET Biometrics.
- (2022) A New Deep Wavefront Based Model for Text Localization in 3D Video. IEEE transactions on circuits and systems for video technology (Print). vol. 32 (6).
- (2022) Vulnerabilities of Unattended Face Verification Systems to Facial Components-based Presentation Attacks: An Empirical Study. ACM Transactions on Privacy and Security (TOPS). vol. 25 (1).
2021
- (2021) A response to the European Data Protection Supervisor ‘Misunderstandings in Biometrics’ by the European Association for Biometrics. IET Biometrics. vol. 11 (1).
- (2021) Compact and progressive network for enhanced single image super-resolution—ComPrESRNet. The Visual Computer.
- (2021) Regenmorph: visibly realistic GAN generated face morphing attacks by attack re-generation. Lecture Notes in Computer Science (LNCS). vol. 13017.
- (2021) Deep Face Age Progression: A Survey. IEEE Access. vol. 9.
- (2021) Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey. IEEE Access. vol. 9.
- (2021) Multilingual Audio-Visual Smartphone Dataset and Evaluation. IEEE Access. vol. 9.
- (2021) ThermISRnet: An efficient thermal image super-resolution network. Optical Engineering: The Journal of SPIE. vol. 60 (7).
- (2021) Direct Unsupervised Super-Resolution Using Generative Adversarial Network (DUS-GAN) for Real-World Data. IEEE Transactions on Image Processing. vol. 30.
- (2021) Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 3 (1).
- (2021) Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking. IEEE Transactions on Information Forensics and Security. vol. 16.
- (2021) Adversarial Attacks against Face Recognition: A Comprehensive Study. IEEE Access. vol. 9.
- (2021) Face Morphing Attack Generation and Detection: A Comprehensive Survey. IEEE transactions on technology and society. vol. 2 (3).
- (2021) MIPGAN—Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 3 (3).
2020
- (2020) Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward. Advances in Intelligent Systems and Computing. vol. 1129.
- (2020) GDPR compliant consent driven data protection in online social networks: A blockchain-based approach. 2020 3rd International Conference on Information and Computer Technologies (ICICT).
- (2020) Compact and Mobile Full-Field Optical Coherence Tomography Sensor for Subsurface Fingerprint Imaging. IEEE Access. vol. 8.