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

Marius Pedersen

Download press photo
Download press photo
Foto:

Marius Pedersen

Professor
Department of Computer Science

marius.pedersen@ntnu.no
+4761135246 +4793634385 Ametystbygget, Gjøvik
Scopus Google Scholar Colourlab Personal webpage
About Publications Teaching Outreach

About

CV

Marius Pedersen (1983) is a professor in Colour Imaging at the Department of Computer Science, Norwegian University of Science and Technology (NTNU). He is also deputy for Gjøvik for the head of department. His research interests are in colour imaging, with applications to graphic arts, medical, security, and more.

 

Background:

Marius Pedersen has Bachelor of Computer Engineering in Computer technology (2006) and a Master of Technology in Media Technology (2007), both from Gjøvik University College. He has also completed a one-year program in education from Lillehammer University College (2007). He received his Ph.D. in colour imaging from the University of Oslo in 2011.

 

He has led the research group Colourlab since 2012 to 2025. In the period from 2017 to 2021 he has the deputy head for the department of computer science. From 2017 to 2022 he as the leader for the unit IDI Gjøvik. From 2022 to 2025 he was the unit leader for Colourlab , and from 2022 the deputy head for Gjøvik for the head of department. He has since 2017 been a member of the campus council at NTNU in Gjøvik.

 

Research:

Pedersen has leadership experience from a number of research projects, such as FRIPRO, IKTPLUSS and INTPART from the Research Council of Norway. He has published more than 75 journal publications and more than 140 conference publications. He has been main supervisor for 9 Ph.D. students and co-supervisor for 11 Ph.D. students. Pedersen has also supervised 23 master theses, 15 bachelor theses, and a number of other projects. Pedersen was a part of NTNU's Outstanding Academic Fellows Programme for young researchers who have excelled internationally in their fields of research (2019-2023). Pedersen has had a number of roles in international conferences, such as general chair for the Color and Imaging Conference in 2018. Since 2014 he has been associate editor for the Journal of Imaging Science and Technology. Pedersen was also part of establishing the spin-off company VidiPix AS in 2020.

 

Teaching:

Pedersen has been course responsible at the master and Ph.D. in the field of colour imaging. He has given a number of courses for industry and at conferences. Since 2018 he has been responsible for the courses for exchange students at the unit in Gjøvik. In the period 2012-2017 he was project leader and academic coordinator for the Norwegian-French master program 3D multimedia technology. He is currently the leader for the HK-DIR project "Academic partnership for excellence in color science" (2023-2026).

 

Work experience:

  • Professor, Department of Computer Science, NTNU (2017 - today)
  • Associate professor, Department of Computer Science, NTNU (2016 - 2017)
  • Associate professor, Faculty of Computer Science and Media Technology, Gjøvik University College (2013 - 2016)
  • Researcher, Faculty of Computer Science and Media Technology, Gjøvik University College (2011 - 2013)
  • Ph.D student, Faculty of Computer Science and Media Technology, Gjøvik University College (2007 - 2011)

 

Selected commisions of trust:

  • Board member, Executive Vice President, Society for Imaging Science and Technology (2023 - 2025)
  • Board member, Vice-president, Society for Imaging Science and Technology (2020 - 2023)
  • Board member Digital Innlandet (2022 - today)
  • Co-Founder and board member Forum Farge (2013-2018)

Competencies

  • Colour imaging
  • Image processing
  • Image quality

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2026

  • Gurav, Aniket Anand; Chanda, Sukalpa; Pedersen, Marius; Krishnan, Narayanan Chatapuram. (2026) Handwritten Text Recognition and Generation for Historical Document. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2026) Personalized Image Contrast Enhancement. Journal of Imaging Science and Technology
    Academic article
  • Plavac, Nikola; oghani, Seyedeh Kimia Arfaie; Amirshahi, Seyed Ali; Triantafyllidou, Sofia; Pedersen, Marius. (2026) Behavior of Image Information Metrics Under Controlled Blur and Noise Distortions. IEEE Open Journal of Signal Processing
    Academic article
  • Ahmad, Shahzad; Chanda, Sukalpa; Pedersen, Marius; Rawat, Yogesh S. (2026) Remote Intelligent Health Monitoring. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Liu, Bozhao Joe; Pedersen, Marius; Bylappa Raja, Kiran. (2026) Loss function assessment: Towards learning hard-to-learn classes. Neurocomputing
    Academic article
  • Zhang, Peiyuan; Liu, Xinwei; Pedersen, Marius; Triantaphillidou, Sophie. (2026) The influence of image semantic complexity on the performance of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Xu, Lu; Vats, Anuja; Pedersen, Marius; Bylappa Raja, Kiran. (2026) Vision-Language Learning for Wireless Capsule Endoscopy: Diagnostic Captioning with CLIP. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2026) Predicting image quality score distribution using deep neural networks. Journal of Visual Communication and Image Representation
    Academic article
  • Wang, Zhongyang; Xu, Shengjin; Xu, Yechang; Xu, Guoxia; Deng, Lizhen; Zhu, Hu; Pedersen, Marius. (2026) D<sup>2</sup>FNet: Degradation-aware Diffusion Feature Guided Network against Physical-World Attack for Monocular Depth Estimation. IEEE transactions on consumer electronics
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis. (2026) Contrast Sensitivity in Peripheral Vision for Digital Imaging. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis

2025

  • Gurav, Aniket Anand; Chanda, Sukalpa; Pedersen, Marius. (2025) ResNet-TPP: A Parallel PHOC-PHOS Framework for Zero-Shot Handwritten Word Recognition in Low-Resource Scripts.
    Academic chapter
  • Fadillah, Riestiya Zain; Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine Boutkhil. (2025) Uncertainty Quantification in Video Distortion Classification Under Dataset Shift.
    Academic chapter
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis; Larabi, Mohamed-Chaker. (2025) Subjective Quality Assessment of Foveated Omnidirectional Images in Virtual Reality. IEEE Open Journal on Immersive Displays
    Academic article
  • Agossou, Bidossessi Emmanuel; Pedersen, Marius; Raja, Kiran; Vats, Anuja; Floor, Pål Anders. (2025) Influence of Color Correction on Pathology Detection in Capsule Endoscopy.
    Academic chapter
  • Vats, Anuja; Farup, Ivar; Pedersen, Marius; Raja, Kiran. (2025) Uncertainty-Aware Regularization for Image-to-Image Translation.
    Academic chapter
  • Xu, Ying; Terhörst, Philipp; Pedersen, Marius; Raja, Kiran. (2025) Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only.
    Academic chapter
  • Ahmad, Shahzad; Mukherjee, Surajit; Chanda, Sukalpa; Palaiahnakote, Shivakumara; Pal, Umapada; Pedersen, Marius. (2025) PHASE: Physiological Dynamics-Based Attention for SpO$$_2$$ Estimation.
    Academic chapter
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius. (2025) 3D Reconstruction of the Human Colon From Capsule Endoscope Video. IEEE Access
    Academic article
  • Bick, Ian Avery; Bakkestuen, Vegar; Pedersen, Marius; Bylappa Raja, Kiran; Sethi, Sarab Singh. (2025) Exploring the spatiotemporal influence of climate on American avian migration with random forests. Scientific Reports
    Academic article
  • Agossou, Bidossessi Emmanuel; Pedersen, Marius; Vats, Anuja; Raja, Kiran. (2025) Improving Pseudo-Labels Selection Using Domain Priors for Semi-Supervised Detection in Capsule Endoscopy. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2025) Toward Observer-Aware Image Quality Assessment: A Study on Individual Differences and Contrast Preferences. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Xu, Ying; Raja, Kiran; Pedersen, Marius. (2025) Generalising Deepfake Detection: Towards Robust, Interpretable and Fair Models. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Myrvold, Knut Marius; Holter, Tobias Houge; Nordølum, Birger Johan; Lavik, Eirik Osland; Haugen, Kristian André Dahl; Kvalvaag, Tom-Ruben Traavik; Pedersen, Marius; Museth, Jon. (2025) Monitoring Fish Assemblages in Seasonal Off- Channel Habitats Using Underwater Video and Computer Vision. Ecohydrology
    Academic article

2024

  • Xu, Ying; Terhorst, Philipp; Pedersen, Marius; Bylappa Raja, Kiran. (2024) Analyzing Fairness in Deepfake Detection With Massively Annotated Databases. IEEE Transactions on Technology and Society
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2024) Performance of Automatic License Plate Recognition Systems on Distorted Images. Journal of Imaging Science and Technology
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2024) The Influence of Read Noise on an Automatic License Plate Recognition System. London Imaging Meeting (LIM)
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2024) A Comparative Analysis of the Three-Alternative Forced Choice Method and the Slider-Based Method in Subjective Experiments: A Case Study on Contrast Preference Task.
    Academic chapter
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2024) Individual Contrast Preferences in Natural Images. Journal of Imaging
    Academic article
  • Vats, Anuja; Ahmad, Bilal; Floor, Pål Anders; Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein. (2024) CAPTIV8: A Comprehensive Large Scale Capsule Endoscopy Dataset For Integrated Diagnosis. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Vats, Anuja; Volgyes, David; Vermeer, Martijn; Pedersen, Marius; Raja, Kiran; Fantin, Daniele S. M.; Hay, Jacob Alexander. (2024) Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction From LiDAR Data With Limited Annotations. IEEE Transactions on Geoscience and Remote Sensing
    Academic article

2023

  • Pedersen, Marius; Gómez, Samuel Morillas. (2023) CIC31: The 31st Color and Imaging Conference, Color Science and Engineering Systems, Technologies, and Applications. The Society for Imaging Science and Technology
    Anthology
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde. (2023) An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius. (2023) Quality Assessment of 2.5D Prints. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Vaghela, Hiren; Sarvaiya, Anjali; Premlani, Pranav; Agarwal, Abhishek; Upla, Kishor; Bylappa Raja, Kiran; Pedersen, Marius. (2023) DCAN:DenseNet with Channel Attention Network for Super-resolution of Wireless Capsule Endoscopy.
    Academic chapter
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2023) Concept-based reasoning in medical imaging. International Journal of Computer Assisted Radiology and Surgery
    Academic article
  • Ullah, Ehsan; Pedersen, Marius; Waaseth, Kjartan Sebastian; Baltzersen, Bernt-Erik. (2023) Multi-Attention Guided SKFHDRNet For HDR Video Reconstruction. Journal of Imaging Science and Technology
    Academic article
  • Sagvold, Petter; Farup, Ivar; Pedersen, Marius. (2023) Spatio–Temporal Retinex–Inspired Envelopes with Anisotropic Diffusion. Journal of Imaging Science and Technology
    Academic article
  • Xu, Guoxia; Wang, Hao; Pedersen, Marius; Zhao, Meng; Zhu, Hu. (2023) SSP-Net: A Siamese-Based Structure-Preserving Generative Adversarial Network for Unpaired Medical Image Enhancement. IEEE/ACM Transactions on Computational Biology & Bioinformatics
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen; Weijkamp, clemens; Horiuchi, Takahiko. (2023) Naturalness Perception of 2.5 D Prints: Elevation and Size of Prints Relation. London Imaging Meeting (LIM)
    Professional article
  • Ahmed, Tawsin Uddin; Amirshahi, Seyed Ali; Pedersen, Marius. (2023) Image Demosaicing: subjective analysis and evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2023) Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images. Scientific Reports
    Academic article
  • Xu, Ying; Bylappa Raja, Kiran; Verdoliva, L.; Pedersen, Marius. (2023) Learning Pairwise Interaction for Generalizable DeepFake Detection.
    Academic chapter
  • Vatine, Leo; Floor, Pål Anders; Pedersen, Marius; Nussbaum, Peter Stefan; Ahmad, Bilal; Hovde, Øistein. (2023) Enhancement of Colour Reproduction for Capsule Endoscopy Images.
    Academic chapter
  • Mandal, Dipendra Jee; Deborah, Hilda; Pedersen, Marius. (2023) Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Journal of Cultural Heritage
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius; Wiratunga, Nirmalie. (2023) This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
    Academic article

2022

  • Latorre-Carmona, Pedro; Huertas, Rafael; Pedersen, Marius; Morillas, Samuel. (2022) Proposal of a new fidelity measure between computed image quality and observers quality scores accounting for scores variability. Journal of Visual Communication and Image Representation
    Academic article
  • Diaz Estrada, David Norman; Pedersen, Marius. (2022) Impact of Pooling Methods on Image Quality Metrics.
    Academic chapter
  • Xu, Ying; Raja, Kiran; Pedersen, Marius. (2022) Supervised Contrastive Learning for Generalizable and Explainable DeepFakes Detection.
    Academic chapter
  • Pedersen, Marius; Amirshahi, Seyed Ali; Thomas, Jean Baptiste; Das, Mini; Iacomussi, Paola; Provenzi, Edoardo. (2022) Image quality and perception: introduction. Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
    Editorial
  • Osadebey, Michael; Pedersen, Marius; Kalra, Meeta; Waaler, Dag; Bouguila, Nizar. (2022) Enhancement of clustering techniques by coupling clustering tree and neural network: Application to brain tumour segmentation. Expert Systems
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2022) Analyzing the Variability of Subjective Image Quality Ratings for Different Distortions.
    Academic chapter
  • De, Kanjar; Pedersen, Marius. (2022) Effect of hue shift towards robustness of convolutional neural networks. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Vats, Anuja; Raja, Kiran; Pedersen, Marius; Mohammed, Ahmed Kedir. (2022) Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis. (2022) The Effect of Peripheral Contrast Sensitivity Functions on the Performance of the Foveated Wavelet Image Quality Index. London Imaging Meeting (LIM)
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Wang, Renfang. (2022) Survey of natural image enhancement techniques: Classification, evaluation, challenges, and perspectives. Digital signal processing (Print)
    Academic literature review
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius. (2022) 3D Reconstruction of the Human Colon from Capsule Endoscope Video. CEUR Workshop Proceedings
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra Jee; Nguyen, Mathieu; Zimmermann, Pauline Hardeberg. (2022) Image enhancement dataset for evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Xu, Guoxia; Wang, Hao; Zhao, Meng; Pedersen, Marius; Zhu, Hu. (2022) Learning the Distribution-Based Temporal Knowledge With Low Rank Response Reasoning for UAV Visual Tracking. IEEE Transactions on Intelligent Transportation Systems (T-ITS)
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius. (2022) From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels. Scientific Reports
    Academic article
  • Xu, Guoxia; Deng, Xiaoxue; Zhou, Xiaokang; Pedersen, Marius; Cimmino, Lucia; Wang, Hao. (2022) FCFusion: Fractal Componentwise Modeling With Group Sparsity for Medical Image Fusion. IEEE Transactions on Industrial Informatics
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen; Weijkamp, clemens. (2022) Effect of various ink types on naturalness perception of 2.5D prints. Journal of Print and Media Technology Research
    Academic article
  • Gigilashvili, Davit; Sole, Aditya Suneel; Nath, Shaikat Deb; Pedersen, Marius. (2022) Exploring the role of caustics in translucency perception — An eye tracking approach. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2022) Analysis of individual quality scores of different image distortions. Color and Imaging Conference (CIC)
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean Baptiste. (2022) Modification and evaluation of the peripheral contrast sensitivity function models. Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen. (2022) What Elevation Makes 2.5D Prints Perceptually Natural?. Materials
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen. (2022) Effect of Elevation and Surface Roughness on Naturalness Perception of 2.5D Decor Prints. Materials
    Academic article
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2022) The Impact of Optical and Geometrical Thickness on Perceived Translucency Differences. Journal of Perceptual Imaging (JPI)
    Academic article

2021

  • Gigilashvili, Davit; Shi, Weiqi; Wang, Zeyu; Pedersen, Marius; Hardeberg, Jon Yngve; Rushmeier, Holly. (2021) The Role of Subsurface Scattering in Glossiness Perception. ACM Transactions on Applied Perception
    Academic article
  • Mandal, Dipendra Jee; George, Sony; Pedersen, Marius; Boust, Clotilde. (2021) Influence of acquisition parameters on pigment classification using hyperspectral imaging. Journal of Imaging Science and Technology
    Academic article
  • Gigilashvili, Davit; Hardeberg, Jon Yngve; Pedersen, Marius; Thomas, Jean Baptiste. (2021) On the Appearance of Translucent Objects: Perception and Assessment by Human Observers. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Osadebey, Michael; Andersen, Hilde Kjernlie; Waaler, Dag; Fosså, Kristian; Martinsen, Anne Catrine Trægde; Pedersen, Marius. (2021) Three-stage segmentation of lung region from CT images using deep neural networks. BMC Medical Imaging
    Academic article
  • Mohammed, Ahmed Kedir; Pedersen, Marius. (2021) Multi-encoder Decoder Network for Polyp Detection.
    Non-fiction chapter
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2021) Simultaneous Artefact-Lesion Extraction for Skin Cancer Diagnosis.
    Academic chapter
  • Velastegui, Ronny; Pedersen, Marius. (2021) The Impact of Using Different Color Spaces in Histological Image Classification using Convolutional Neural Networks. European Workshop on Visual Information Processing
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing
    Academic article
  • Gigilashvili, Davit; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2021) On the appearance of objects and materials: Qualitative analysis of experimental observations. Journal of the International Colour Association
    Academic article
  • Kadyrova, Altynay; Kitanovski, Vlado; Pedersen, Marius. (2021) Quality Assessment of 2.5D Prints Using 2D Image Quality Metrics. Applied Sciences
    Academic article
  • Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences
    Academic article
  • Gigilashvili, Davit; Thomas, Jean Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2021) Translucency perception: A review. Journal of Vision
    Academic literature review
  • Chetouani, Aladine; Pedersen, Marius. (2021) Image Quality Assessment without Reference by Combining Deep Learning-Based Features and Viewing Distance. Applied Sciences
    Academic article
  • Pedersen, Marius; Amirshahi, Seyed Ali. (2021) Colourlab Image Database: Geometric Distortions. Color and Imaging Conference (CIC)
    Academic article
  • De, Kanjar; Pedersen, Marius. (2021) Impact of Colour on Robustness of Deep Neural Networks. IEEE International Conference on Computer Vision Workshop (ICCVW)
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2021) Learning More for Free-A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
    Academic chapter
  • morillas, samuel; Latorre-Carmona, P.; Huertas, Rafael; Pedersen, Marius. (2021) Using STRESS to compute the agreement between computed image quality measures and observer scores: advantanges and open issues.
    Academic chapter
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2021) Perceptual Navigation in Absorption-Scattering Space. Color and Imaging Conference (CIC)
    Academic article
  • Velastegui Sandoval, Ronny Xavier; Pedersen, Marius. (2021) CMYK-CIELAB Color Space Transformation Using Machine Learning Techniques. London Imaging Meeting (LIM)
    Academic article

2020

  • Gigilashvili, Davit; Thomas, Jean Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2020) On the Nature of Perceptual Translucency. Proceedings of the Workshop on Material Appearance Modeling
    Academic article
  • Jenadeleh, Mohsen; Pedersen, Marius; Saupe, Dietmar. (2020) Blind Quality Assessment of Iris Images Acquired in Visible Light for Biometric Recognition. Sensors
    Academic article
  • Chetouani, Aladine; Pedersen, Marius; Le Moan, Steven. (2020) Prediction of chromatic visual masking with deep learning.
    Academic chapter
  • Beghdadi, Azeddine; Qureshi, Muhammad Ali; Amirshahi, Seyed Ali; Chetouani, Aladine; Pedersen, Marius. (2020) A Critical Analysis on Perceptual Contrast and its Use in Visual Information Analysis and Processing. IEEE Access
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2020) Learning-based segmentation of optic disc in retinal images using clustering trees and local mode filtering.
    Academic chapter
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2020) Evaluation of color spaces for unsupervised and deep learning skin lesion segmentation.
    Academic chapter
  • Le Moan, Steven; Pedersen, Marius; Chetouani, Aladine. (2020) High-Level Visual Masking of Image Compression Artefacts.
    Academic chapter
  • Pedersen, Marius; Cherepkova, Olga. (2020) Content-based image quality assessment. International journal of imaging and robotics
    Academic article
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access
    Academic article
  • Kalra, Meeta; Osadebey, Michael; Bouguila, Nizar; Pedersen, Marius; Fan, Wentao. (2020) Online Variational Learning for Medical Image Data Clustering.
    Academic chapter
  • Gigilashvili, Davit; Tanaka, Midori; Pedersen, Marius; Hardeberg, Jon Yngve. (2020) Image Statistics as Glossiness and Translucency Predictor in Photographs of Real-world Objects. CEUR Workshop Proceedings
    Academic article
  • Kitanovski, Vlado; Nersveen, Jonny; Strand, Anton; Pedersen, Marius. (2020) Impact of printing surfaces with UV-curable inks on sound absorption. Journal of Print and Media Technology Research
    Academic article
  • Kadyrova, Altynay; Kitanovski, Vlado; Pedersen, Marius. (2020) A study on attributes for 2.5D print quality assessment.
    Academic chapter
  • Reed, Alastair; Kitanovski, Vlado; Falkenstern, Kristyn; Pedersen, Marius. (2020) Using watermark visibility measurements to select an optimized pair of spot colors for use in a binary watermark. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Sidorov, Oleksii; Pedersen, Marius; Shekhar, Sumit; Kim, Nam Wook. (2020) Are All the Frames Equally Important?.
    Academic chapter
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2020) Error reduction through post processing for wireless capsule endoscope video. EURASIP Journal on Image and Video Processing
    Academic article
  • Gigilashvili, Davit; Dubouchet, Lucas; Hardeberg, Jon Yngve; Pedersen, Marius. (2020) Caustics and Translucency Perception. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Zhao, Meng; Wang, Hao; Han, Ying; Wang, Xiaokang; Dai, Hong-Ning; Sun, Xuguo; Zhang, Jin; Pedersen, Marius. (2020) SEENS: Nuclei segmentation in Pap smear images with selective edge enhancement. Future Generation Computer Systems
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yayilgan, Sule Yildirim; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding
    Academic article

2019

  • Le Moan, Steven; Pedersen, Marius. (2019) A Three-Feature Model to Predict Colour Change Blindness. Vision
    Academic article
  • Barba Ramirez, Aldo Mauricio; Farup, Ivar; Pedersen, Marius. (2019) An Evaluation of Colour-to-Greyscale Image Conversion by Linear Anisotropic Diffusion and Manual Colour Grading. Color and Imaging Conference (CIC)
    Academic article
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2019) Impact of Shape on Apparent Translucency Differences. Color and Imaging Conference (CIC)
    Academic article
  • Kitanovski, Vlado; Reed, Alastair; Falkenstern, Kristyn; Pedersen, Marius. (2019) Measurement of CIELAB spatio-chromatic contrast sensitivity in different spatial and chromatic directions. Color and Imaging Conference (CIC)
    Academic article
  • Bakløkken, Jørgen Grøndahl; Schoeler, Felix Jost; Nørholm, Hugo; Pedersen, Marius; George, Sony; Dervo, Børre Kind. (2019) Automated salamander recognition using deep neural networks and feature extraction. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Myrum, Espen; Nørstebø, Simen Andre; George, Sony; Pedersen, Marius; Museth, Jon. (2019) An automatic image-based system for detecting wild and stocked fish. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2019) Halftone Modulation for Embedding UV Watermarks in Color Printed Images.
    Academic chapter
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2019) How re-training process affect the performance of no-reference image quality metric for face images. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2019) Material Appearance: Ordering and Clustering. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Kitanovski, Vlado; Reed, Alastair; Falkenstern, Kristyn; Pedersen, Marius. (2019) Measurement of CIELAB spatio-chromatic contrast sensitivity in different spatial and chromatie directions. Color and Imaging Conference (CIC)
    Academic article
  • Pengying, Thitinun; Pedersen, Marius; Hardeberg, Jon Yngve; Museth, Jon. (2019) Underwater Fish Classification of Trout and Grayling. IEEE Xplore Digital Library
    Academic article
  • Le Moan, Steven; Pedersen, Marius. (2019) SUBJECTIVE IMAGE FIDELITY ASSESSMENT: EFFECT OF THE SPATIAL DISTANCE BETWEEN STIMULI.
    Academic chapter
  • Chetouani, Aladine; Pedersen, Marius. (2019) On the Use of a Convolutional Neural Network to Predict Perceptual Quality of Images without Reference for Different Viewing Distances.
    Academic chapter
  • Mohammed, Ahmed Kedir; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius. (2019) Future Directions in Image Quality. Color and Imaging Conference (CIC)
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine. (2019) Comparing the Chromatic Contrast Sensitivity in Vertical and Oblique Orientations. Color and Imaging Conference (CIC)
    Academic article
  • Gigilashvili, Davit; Yin, Chengbo; Liu, Jonathan; Hardeberg, Jon Yngve; Pedersen, Marius. (2019) Measuring and Mitigating Speckle Noise in Dual-Axis Confocal Microscopy Images.
    Academic chapter
  • Khodabakhsh, Ali; Pedersen, Marius; Busch, Christoph. (2019) Subjective Versus Objective Face Image Quality Evaluation For Face Recognition.
    Academic chapter
  • Habib, Syeda Tanzima; Pedersen, Marius. (2019) SHORT-TERM MEMORY EFFECTS IN SUBJECTIVE IMAGE QUALITY ASSESSMENT OFNATURAL IMAGE. European Workshop on Visual Information Processing
    Academic article
  • Zhao, Lingcong; Pedersen, Marius; Hardeberg, Jon Yngve; Dervo, Børre Kind. (2019) Image-based recognition of individual trouts in the wild. European Workshop on Visual Information Processing
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2019) Local Indicators of Spatial Autocorrelation (LISA): Application to Blind Noise-Based Perceptual Quality Metric Index for Magnetic Resonance Images. Journal of Imaging
    Academic article
  • Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) Do Contrast Measures Correlate? A Pilot Investigation. European Workshop on Visual Information Processing
    Academic article
  • Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) How Do Image Quality Metrics Perform on Contrast Enhanced Images?. European Workshop on Visual Information Processing
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2019) Plant leaves region segmentation in cluttered and occluded images using perceptual color space and k-means-derived threshold with set theory. IEEE Conference on Industrial Informatics
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2019) Perceived Glossiness: Beyond Surface Properties. Color and Imaging Conference (CIC)
    Academic article

2018

  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yayilgan, Sule Yildirim. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2018) Detection of Orientation-Modulation Embedded Data in Color Printed Natural Images. Journal of Imaging
    Academic article
  • Hansen, Svein Arne Jervell; Akram, Muhammad Nadeem; Hardeberg, Jon Yngve; Pedersen, Marius. (2018) Preferred image quality metric for shifted superimposition-based resolution-enhanced images. Journal of Electronic Imaging (JEI)
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2018) Behavioral Investigation of Visual Appearance Assessment. Color and Imaging Conference (CIC)
    Academic article
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2018) Study on color space for the performance of degraded face image recognition. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Image Quality Evaluation in Clinical Research: A Case Study on Brain and Cardiac MRI Images in Multi-Center Clinical Trials. IEEE Journal of Translational Engineering in Health and Medicine
    Academic article
  • Völgyes, David; Martinsen, Anne Catrine Trægde; Stray-Pedersen, Arne; Waaler, Dag; Pedersen, Marius. (2018) A Weighted Histogram-Based Tone Mapping Algorithm for CT images. Algorithms
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Blind blur assessment of MRI images using parallel multiscale difference of Gaussian filters. Biomedical engineering online
    Academic article
  • Völgyes, David; Martinsen, Anne Catrine Trægde; Stray-Pedersen, Arne; Waaler, Dag; Pedersen, Marius. (2018) Image De-Quantization Using Plate Bending Model. Algorithms
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick. (2018) Performance evaluation of no-reference image quality metrics for face biometric images. Journal of Electronic Imaging (JEI)
    Academic article
  • Kitanovski, Vlado; Eschbach, Reiner; Pedersen, Marius; Hardeberg, Jon Yngve. (2018) UV watermarking of images in clustered dot scenarios. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2018) Performance Evaluation of No-Reference Image Quality Metrics for Visible Wavelength Iris Biometric Images.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick. (2018) Can image quality enhancement methods improve the performance of biometric systems for degraded face images?.
    Academic chapter
  • Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine. (2018) Reviving traditional image quality metrics using CNNs. Color and Imaging Conference (CIC)
    Academic article
  • Le Moan, Steven; Pedersen, Marius. (2018) Measuring the Effect of High-Level Visual Masking in Subjective Image Quality Assessment with Priming.
    Academic chapter
  • Gigilashvili, Davit; Pedersen, Marius; Hardeberg, Jon Yngve. (2018) Blurring Impairs Translucency Perception. Color and Imaging Conference (CIC)
    Academic article
  • Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yayilgan, Sule Yildirim. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC)
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Standardized Quality Metric System for Structural Brain Magnetic Resonance Images in Multi-Center Neuroimaging Study. BMC Medical Imaging
    Academic article
  • Poddar, Shashi; Pedersen, Marius; Karar, Vinod. (2018) Color Image Modification with and without Hue Preservation. Sensing and Imaging
    Academic article
  • Völgyes, David; Pedersen, Marius; Stray-Pedersen, Arne; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2018) Applicability of a clinical cardiac CT protocol in post mortem studies. Journal of Forensic Radiology and Imaging
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing
    Academic article
  • Jenadeleh, Mohsen; Pedersen, Marius; Saupe, Dietmar. (2018) Realtime Quality Assessment of Iris Biometrics Under Visible Light.
    Academic chapter
  • Kedir, Ahmed; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-net: A deep convolutional neural network for polyp detection. https://arxiv.org/abs/1806.01907
    Popular science article
  • Volgyes, David; Pedersen, Marius; Martinsen, Anne Catrine Trægde; Waaler, Dag; Stray-Pedersen, Arne. (2018) Image quality in forensic CT imaging. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Farup, Ivar; Pedersen, Marius; Alsam, Ali. (2018) Colour-to-greyscale image conversion by linear anisotropic diffusion of perceptual colour metrics.
    Academic chapter

2017

  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems
    Academic article
  • Le Moan, Steven; Pedersen, Marius. (2017) Evidence of change blindness in subjective image fidelity assessment. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick. (2017) Can no-reference image quality metrics assess visible wavelength iris sample quality?. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Landré, Victor; Pedersen, Marius; Waaler, Dag. (2017) Memory Effects in Subjective Quality Assessment of X-Ray Images.
    Academic chapter
  • Volgyes, David; Pedersen, Marius; Stray-Pedersen, Arne; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2017) How different iterative and filtered back projection kernels affect computed tomography numbers and low contrast detectability. Journal of computer assisted tomography
    Academic article
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization.
    Academic chapter
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) The spatial statistics of structural magnetic resonance images: application to post-acquisition quality assessment of brain MRI images. Imaging Science Journal
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2017) Masking in chrominance channels of natural images — Data, analysis, and prediction.
    Academic chapter
  • Bauer, Jacob Renzo; Pedersen, Marius; Hardeberg, Jon Yngve; Verdaasdonk, Rudolf. (2017) Skin color simulation - review and analysis of available Monte Carlo-based photon transport simulation models.
    Academic chapter
  • Eschbach, Reiner; Pedersen, Marius. (2017) On large local error accumulation in multilevel error diffusion. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) Bayesian framework inspired no-reference region-of-interest quality measure for brain MRI images. Journal of Medical Imaging
    Academic literature review
  • Pedersen, Marius; Cherepkova, Olga; Mohammed, Ahmed Kedir. (2017) Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques. Journal of Imaging Science and Technology
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) No-Reference Quality Measure in Brain MRI Images using Binary Operations, Texture and Set Analysis. IET Image Processing
    Academic article
  • Kitanovski, Vlado; Eschbach, Reiner; Pedersen, Marius; Hardeberg, Jon Yngve. (2017) Data Hiding by White Modulation in Color Direct Binary Search Halftones. Journal of Imaging Science and Technology
    Academic article
  • Cheng, Yao; Pedersen, Marius; Chen, Guangxue. (2017) Evaluation of image quality metrics for sharpness enhancement.
    Academic chapter
  • Rukundo, Olivier; Pedersen, Marius; Hovde, Øistein. (2017) Advanced Image Enhancement Method for Distant Vessels and Structures in Capsule Endoscopy. Computational & Mathematical Methods in Medicine
    Academic article

2016

  • Masuda, Osamu; Pedersen, Marius; Hardeberg, Jon Yngve. (2016) Features contributing to the genuineness of portraits on banknotes. Journal of Print and Media Technology Research
    Academic article
  • Kvitle, Anne Kristin; Pedersen, Marius; Nussbaum, Peter. (2016) Quality of color coding in maps for color deficient observers. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Sdiri, Bilel; Beghdadi, Azeddine; Cheikh, Faouzi Alaya; Pedersen, Marius; Elle, Ole Jakob. (2016) An adaptive contrast enhancement method for stereo endoscopic images combining binocular just noticeable difference model and depth information. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Pedersen, Marius; Suazo, Daniel; Thomas, Jean-Baptiste. (2016) Seam-Based Edge Blending for Multi-Projection Systems. International Journal of Signal Processing, Image Processing and Pattern Recognition
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2016) Orientation Modulation for Data Hiding in Chrominance Channels of Direct Binary Search Halftone Prints. Journal of Imaging Science and Technology
    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
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe. (2016) Image-based attributes of multi-modality image quality for contactless biometric samples.
    Academic chapter
  • Eschbach, Reiner; Pedersen, Marius. (2016) On large local error accumulation in multilevel error diffusion. Journal of Imaging Science and Technology
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius; Yu, Stella X.. (2016) Image Quality Assessment by Comparing CNN Features between Images. Journal of Imaging Science and Technology
    Academic article
  • Le Moan, Steven; Pedersen, Marius; Farup, Ivar; Blahova, Jana. (2016) The influence of short-term memory in subjective image quality assessment.
    Academic chapter
  • Deger, Ferdinand; Mansouri, Alamin; Curdy, Philippe; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2016) Statistical analysis of engraving traces on a 3D digital model of prehistoric stone stelae. Journal of Cultural Heritage
    Academic article
  • Pedersen, Marius; Farup, Ivar. (2016) Improving the robustness to image scale of the total variation of difference metric.
    Academic chapter
  • Beghdadi, Azeddine; S., Bourennane; A., Bouzerdoum; Pedersen, Marius; Oudre, L.; Jiang, R.. (2016) 2016 6th European Workshop on Visual Information Processing (EUVIP). IEEE (Institute of Electrical and Electronics Engineers)
    Anthology
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection.
    Academic chapter
  • Możejko, Dawid; Andersen, Hilde Kjernlie; Pedersen, Marius; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2016) Image texture and radiation dose properties in CT. Journal of Applied Clinical Medical Physics
    Academic article

2015

  • Beigpour, Shida; Pedersen, Marius. (2015) Color Play: Gamification for Color Vision Study.
    Academic chapter
  • Le Moan, Steven; George, Sony; Pedersen, Marius; Blahova, Jana; Hardeberg, Jon Yngve. (2015) A database for spectral image quality.
    Academic chapter
  • Ngo, Khai Van; Storvik, Jehans J.; Dokkeberg, Christopher André; Farup, Ivar; Pedersen, Marius. (2015) QuickEval: a web application for psychometric scaling experiments.
    Academic chapter
  • Pedersen, Marius; Thomas, Jean-Baptiste. (2015) 2015 Colour and Visual Computing Symposium (CVCS). IEEE (Institute of Electrical and Electronics Engineers)
    Anthology
  • Pedersen, Marius; Segovia, Maria V. Ortez. (2015) CIC23, 23rd Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, Final program and proceedings; 19-23 October 2015, Darmstadt, Germany. The Society for Imaging Science and Technology
    Anthology
  • Zhao, Ping; Pedersen, Marius. (2015) Extending Subjective Experiments for Image Quality Assessment with Baseline Adjustments.
    Academic chapter
  • Masuda, Osamu; Pedersen, Marius; Hardeberg, Jon Yngve. (2015) Effects of awareness to security features on the confidence in banknotes. Journal of Print and Media Technology Research
    Academic article
  • Zhao, Ping; Pedersen, Marius; Hardeberg, Jon Yngve; Thomas, Jean-Baptiste. (2015) Measuring the relative image contrast of projection displays. Journal of Imaging Science and Technology
    Academic article
  • Mansouri, Alamin; Deger, Ferdinand; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2015) An adaptive spatial–spectral total variation approach for Poisson noise removal in hyperspectral images. Signal, Image and Video Processing
    Academic article
  • Slavuj, Radovan; Pedersen, Marius. (2015) Multichannel DBS halftoning for improved texture quality.
    Academic chapter
  • Zhao, Ping; Cheng, Yao; Pedersen, Marius. (2015) Objective Assessment of Perceived Sharpness of Projection Displays with a Calibrated Camera.
    Academic chapter
  • Pedersen, Marius. (2015) Evaluation of 60 full-reference image quality metrics on the CID:IQ.
    Academic chapter
  • Deger, Ferdinand; Mansouri, Alamin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2015) A sensor-data-based denoising framework for hyperspectral images. Optics Express
    Academic article
  • Ngo, Khai van; Storvik, Jehans J.; Dokkeberg, Christopher André; Farup, Ivar; Pedersen, Marius. (2015) QuickEval: A web application for psychometric scaling experiments. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article

2014

  • Deger, Ferdinand; Mansouri, Amin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2014) A Variational Approach for Denoising Hyperspectral Images Corrupted by Poisson Distributed Noise.
    Academic chapter
  • Wajid, Rameez; Mansoor, Atif Bin; Pedersen, Marius. (2014) A Human Perception Based Performance Evaluation of Image Quality Metrics.
    Academic chapter
  • Wang, Xingbo; Pedersen, Marius; Thomas, Jean-Baptiste. (2014) The Influence Of Chromatic Aberration On Demosaicking.
    Academic chapter
  • Zewdie, Cherinet Geneti; Pedersen, Marius; Wang, Zhaohui. (2014) A New Pooling Strategy For Image Quality Metrics.
    Academic chapter
  • Pedersen, Marius. (2014) 22nd Color and Imaging Conference Final Program and Proceedings. The Society for Imaging Science and Technology
    Anthology
  • Zhao, Ping; Pedersen, Marius; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve. (2014) Perceptual Spatial Uniformity Assessment of Projection Displays with a Calibrated Camera.
    Academic chapter
  • Pedersen, Marius. (2014) An image difference metric based on simulation of image detail visibility and total variation.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Hardeberg, Jon Yngve. (2014) CID:IQ – A New Image Quality Database.
    Academic chapter
  • Martínez Cañada, Pablo; Pedersen, Marius. (2014) Exposure Fusion Algorithm Based on Perceptual Contrast and Dynamic Adjustment of Well-Exposedness.
    Academic chapter

2013

  • Pedersen, Marius; Liu, Xinwei; Farup, Ivar. (2013) Improved Simulation of Image Detail Visibility using the Non-Subsampled Contourlet Transform.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Farup, Ivar; Oleari, Claudio. (2013) Multi-level contrast filtering in image difference metrics. EURASIP Journal on Image and Video Processing
    Academic article
  • Wajid, Rameez; Mansoor, Atif Bin; Pedersen, Marius. (2013) A study of human perception similarity for image quality assessment.
    Academic chapter
  • Hardeberg, Jon Yngve; Pedersen, Marius. (2013) 2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway. IEEE (Institute of Electrical and Electronics Engineers)
    Anthology
  • Zhao, Ping; Pedersen, Marius; Hardeberg, Jon Yngve; Thomas, Jean-Baptiste. (2013) Camera-based measurement of relative image contrast in projection displays.
    Academic chapter
  • Bylappa Raja, Kiran; Pedersen, Marius. (2013) Artifact detection in gamut mapped images using saliency.
    Academic chapter
  • Cisarova, Milena; Pedersen, Marius; Nussbaum, Peter Stefan; Gaykema, Frans; Nemec, Peter. (2013) Verification of proposed ISO methods to measure resolution capabilities of printing systems.
    Academic chapter

2012

  • Gong, Mingming; Pedersen, Marius. (2012) Spatial pooling for measuring color printing quality attributes. Journal of Visual Communication and Image Representation
    Academic article
  • Deger, Ferdinand; Mansouri, Alamin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2012) Multi- and single-output Support Vector Regression for Spectral Reflectance Recovery.
    Academic chapter
  • Pedersen, Marius; Hardeberg, Jon Yngve. (2012) A New Spatial Filtering Based Image Difference Metric Based on Hue Angle Weighting. Journal of Imaging Science and Technology
    Academic article
  • Pedersen, Marius; Hardeberg, Jon Yngve. (2012) Full-Reference Image Quality Metrics: Classification and Evaluation. Foundations and Trends in Computer Graphics and Vision
    Academic article
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2012) Measuring perceptual contrast in digital images. Journal of Visual Communication and Image Representation
    Academic article
  • Pedersen, Marius; Farup, Ivar. (2012) Simulation of Image Detail Visibility using Contrast Sensitivity Functions and Wavelets.
    Academic chapter

2011

  • Pedersen, Marius. (2011) Image quality metrics for the evaluation of printing workflows. Universitetet i Oslo
    Doctoral thesis
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2011) Image quality metrics for the evaluation of print quality. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Pedersen, Marius; Zheng, Yuanlin; Hardeberg, Jon Yngve. (2011) Evaluation of Image Quality Metrics for Color Prints.
    Academic chapter
  • Falkenstern, Kristyn; Bonnier, Nicolas; Pedersen, Marius; Brettel, Hans; Vienot, Francoise. (2011) Using metrics to assess the ICC perceptual rendering intent.
    Academic chapter

2010

  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Cheikh, Faouzi Alaya. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2010) Validation of quality attributes for evaluation of color prints.
    Academic chapter
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2010) Estimating print quality attributes by image quality metrics.
    Academic chapter
  • Falkenstern, Kristyn; Bonnier, Nicolas; Brettel, Hans; Pedersen, Marius; Vienot, Francoise. (2010) Using image quality metrics to evaluate an ICC printer profile.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2010) Measuring perceptual contrast in uncontrolled environments.
    Academic chapter
  • Ajagamelle, Sebastien Akli; Pedersen, Marius; Simone, Gabriele. (2010) Analysis of the difference of Gaussians model in image difference metrics.
    Academic chapter
  • Pedersen, Marius; Amirshahi, Seyed Ali. (2010) Framework for the Evaluation of Color Prints Using Image Quality Metrics.
    Academic chapter
  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Alaya Cheikh, Faouzi. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts.
    Academic chapter
  • Cao, Guanqun; Pedersen, Marius; Baranczuk, Zofia. (2010) Saliency models as gamut-mapping artifact detectors.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2010) Measuring perceptual contrast in uncontrolled environments.
    Academic chapter

2009

  • Pedersen, Marius; Albregtsen, Fritz; Hardeberg, Jon Yngve. (2009) Detection of worms in error diffusion halftoning. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve; Rizzi, Alessandro. (2009) Measuring perceptual contrast in a multilevel framework.
    Academic chapter

2007

  • Hardeberg, Jon Yngve; Nussbaum, Peter; Pedersen, Marius. (2007) Proceedings from Gjøvik Color Imaging Symposium 2007. Høgskolen i Gjøvik
    Research report

Journal publications

  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2026) Personalized Image Contrast Enhancement. Journal of Imaging Science and Technology
    Academic article
  • Plavac, Nikola; oghani, Seyedeh Kimia Arfaie; Amirshahi, Seyed Ali; Triantafyllidou, Sofia; Pedersen, Marius. (2026) Behavior of Image Information Metrics Under Controlled Blur and Noise Distortions. IEEE Open Journal of Signal Processing
    Academic article
  • Liu, Bozhao Joe; Pedersen, Marius; Bylappa Raja, Kiran. (2026) Loss function assessment: Towards learning hard-to-learn classes. Neurocomputing
    Academic article
  • Zhang, Peiyuan; Liu, Xinwei; Pedersen, Marius; Triantaphillidou, Sophie. (2026) The influence of image semantic complexity on the performance of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Xu, Lu; Vats, Anuja; Pedersen, Marius; Bylappa Raja, Kiran. (2026) Vision-Language Learning for Wireless Capsule Endoscopy: Diagnostic Captioning with CLIP. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2026) Predicting image quality score distribution using deep neural networks. Journal of Visual Communication and Image Representation
    Academic article
  • Wang, Zhongyang; Xu, Shengjin; Xu, Yechang; Xu, Guoxia; Deng, Lizhen; Zhu, Hu; Pedersen, Marius. (2026) D<sup>2</sup>FNet: Degradation-aware Diffusion Feature Guided Network against Physical-World Attack for Monocular Depth Estimation. IEEE transactions on consumer electronics
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis; Larabi, Mohamed-Chaker. (2025) Subjective Quality Assessment of Foveated Omnidirectional Images in Virtual Reality. IEEE Open Journal on Immersive Displays
    Academic article
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius. (2025) 3D Reconstruction of the Human Colon From Capsule Endoscope Video. IEEE Access
    Academic article
  • Bick, Ian Avery; Bakkestuen, Vegar; Pedersen, Marius; Bylappa Raja, Kiran; Sethi, Sarab Singh. (2025) Exploring the spatiotemporal influence of climate on American avian migration with random forests. Scientific Reports
    Academic article
  • Agossou, Bidossessi Emmanuel; Pedersen, Marius; Vats, Anuja; Raja, Kiran. (2025) Improving Pseudo-Labels Selection Using Domain Priors for Semi-Supervised Detection in Capsule Endoscopy. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Latorre-Carmona, Pedro; Huertas, Rafael; Pedersen, Marius; Morillas, Samuel. (2022) Proposal of a new fidelity measure between computed image quality and observers quality scores accounting for scores variability. Journal of Visual Communication and Image Representation
    Academic article
  • Gigilashvili, Davit; Shi, Weiqi; Wang, Zeyu; Pedersen, Marius; Hardeberg, Jon Yngve; Rushmeier, Holly. (2021) The Role of Subsurface Scattering in Glossiness Perception. ACM Transactions on Applied Perception
    Academic article
  • Gigilashvili, Davit; Thomas, Jean Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2020) On the Nature of Perceptual Translucency. Proceedings of the Workshop on Material Appearance Modeling
    Academic article
  • Xu, Ying; Terhorst, Philipp; Pedersen, Marius; Bylappa Raja, Kiran. (2024) Analyzing Fairness in Deepfake Detection With Massively Annotated Databases. IEEE Transactions on Technology and Society
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yayilgan, Sule Yildirim. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2018) Detection of Orientation-Modulation Embedded Data in Color Printed Natural Images. Journal of Imaging
    Academic article
  • Mandal, Dipendra Jee; George, Sony; Pedersen, Marius; Boust, Clotilde. (2021) Influence of acquisition parameters on pigment classification using hyperspectral imaging. Journal of Imaging Science and Technology
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2024) Performance of Automatic License Plate Recognition Systems on Distorted Images. Journal of Imaging Science and Technology
    Academic article
  • Masuda, Osamu; Pedersen, Marius; Hardeberg, Jon Yngve. (2016) Features contributing to the genuineness of portraits on banknotes. Journal of Print and Media Technology Research
    Academic article
  • Plavac, Nikola; Amirshahi, Seyed Ali; Pedersen, Marius; Triantafyllidou, Sofia. (2024) The Influence of Read Noise on an Automatic License Plate Recognition System. London Imaging Meeting (LIM)
    Academic article
  • Kvitle, Anne Kristin; Pedersen, Marius; Nussbaum, Peter. (2016) Quality of color coding in maps for color deficient observers. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Gong, Mingming; Pedersen, Marius. (2012) Spatial pooling for measuring color printing quality attributes. Journal of Visual Communication and Image Representation
    Academic article
  • Hansen, Svein Arne Jervell; Akram, Muhammad Nadeem; Hardeberg, Jon Yngve; Pedersen, Marius. (2018) Preferred image quality metric for shifted superimposition-based resolution-enhanced images. Journal of Electronic Imaging (JEI)
    Academic article
  • Pedersen, Marius; Amirshahi, Seyed Ali; Thomas, Jean Baptiste; Das, Mini; Iacomussi, Paola; Provenzi, Edoardo. (2022) Image quality and perception: introduction. Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
    Editorial
  • Le Moan, Steven; Pedersen, Marius. (2019) A Three-Feature Model to Predict Colour Change Blindness. Vision
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Kalra, Meeta; Waaler, Dag; Bouguila, Nizar. (2022) Enhancement of clustering techniques by coupling clustering tree and neural network: Application to brain tumour segmentation. Expert Systems
    Academic article
  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Cheikh, Faouzi Alaya. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Sdiri, Bilel; Beghdadi, Azeddine; Cheikh, Faouzi Alaya; Pedersen, Marius; Elle, Ole Jakob. (2016) An adaptive contrast enhancement method for stereo endoscopic images combining binocular just noticeable difference model and depth information. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Barba Ramirez, Aldo Mauricio; Farup, Ivar; Pedersen, Marius. (2019) An Evaluation of Colour-to-Greyscale Image Conversion by Linear Anisotropic Diffusion and Manual Colour Grading. Color and Imaging Conference (CIC)
    Academic article
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2019) Impact of Shape on Apparent Translucency Differences. Color and Imaging Conference (CIC)
    Academic article
  • Pedersen, Marius; Suazo, Daniel; Thomas, Jean-Baptiste. (2016) Seam-Based Edge Blending for Multi-Projection Systems. International Journal of Signal Processing, Image Processing and Pattern Recognition
    Academic article
  • Jenadeleh, Mohsen; Pedersen, Marius; Saupe, Dietmar. (2020) Blind Quality Assessment of Iris Images Acquired in Visible Light for Biometric Recognition. Sensors
    Academic article
  • De, Kanjar; Pedersen, Marius. (2022) Effect of hue shift towards robustness of convolutional neural networks. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Kitanovski, Vlado; Pedersen, Marius. (2016) Orientation Modulation for Data Hiding in Chrominance Channels of Direct Binary Search Halftone Prints. Journal of Imaging Science and Technology
    Academic article
  • Kitanovski, Vlado; Reed, Alastair; Falkenstern, Kristyn; Pedersen, Marius. (2019) Measurement of CIELAB spatio-chromatic contrast sensitivity in different spatial and chromatic directions. Color and Imaging Conference (CIC)
    Academic article
  • Bakløkken, Jørgen Grøndahl; Schoeler, Felix Jost; Nørholm, Hugo; Pedersen, Marius; George, Sony; Dervo, Børre Kind. (2019) Automated salamander recognition using deep neural networks and feature extraction. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Myrum, Espen; Nørstebø, Simen Andre; George, Sony; Pedersen, Marius; Museth, Jon. (2019) An automatic image-based system for detecting wild and stocked fish. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Vats, Anuja; Raja, Kiran; Pedersen, Marius; Mohammed, Ahmed Kedir. (2022) Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2018) Behavioral Investigation of Visual Appearance Assessment. Color and Imaging Conference (CIC)
    Academic article
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2018) Study on color space for the performance of degraded face image recognition. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Image Quality Evaluation in Clinical Research: A Case Study on Brain and Cardiac MRI Images in Multi-Center Clinical Trials. IEEE Journal of Translational Engineering in Health and Medicine
    Academic article
  • Völgyes, David; Martinsen, Anne Catrine Trægde; Stray-Pedersen, Arne; Waaler, Dag; Pedersen, Marius. (2018) A Weighted Histogram-Based Tone Mapping Algorithm for CT images. Algorithms
    Academic article
  • Osadebey, Michael; Andersen, Hilde Kjernlie; Waaler, Dag; Fosså, Kristian; Martinsen, Anne Catrine Trægde; Pedersen, Marius. (2021) Three-stage segmentation of lung region from CT images using deep neural networks. BMC Medical Imaging
    Academic article
  • Beghdadi, Azeddine; Qureshi, Muhammad Ali; Amirshahi, Seyed Ali; Chetouani, Aladine; Pedersen, Marius. (2020) A Critical Analysis on Perceptual Contrast and its Use in Visual Information Analysis and Processing. IEEE Access
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Blind blur assessment of MRI images using parallel multiscale difference of Gaussian filters. Biomedical engineering online
    Academic article
  • Völgyes, David; Martinsen, Anne Catrine Trægde; Stray-Pedersen, Arne; Waaler, Dag; Pedersen, Marius. (2018) Image De-Quantization Using Plate Bending Model. Algorithms
    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. (2018) Performance evaluation of no-reference image quality metrics for face biometric images. Journal of Electronic Imaging (JEI)
    Academic article
  • Velastegui, Ronny; Pedersen, Marius. (2021) The Impact of Using Different Color Spaces in Histological Image Classification using Convolutional Neural Networks. European Workshop on Visual Information Processing
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis. (2022) The Effect of Peripheral Contrast Sensitivity Functions on the Performance of the Foveated Wavelet Image Quality Index. London Imaging Meeting (LIM)
    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
  • Pedersen, Marius; Cherepkova, Olga. (2020) Content-based image quality assessment. International journal of imaging and robotics
    Academic article
  • Kitanovski, Vlado; Eschbach, Reiner; Pedersen, Marius; Hardeberg, Jon Yngve. (2018) UV watermarking of images in clustered dot scenarios. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access
    Academic article
  • Gigilashvili, Davit; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2021) On the appearance of objects and materials: Qualitative analysis of experimental observations. Journal of the International Colour Association
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Boust, Clotilde. (2023) Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde. (2023) An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging. Journal of Imaging Science and Technology
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine. (2018) Reviving traditional image quality metrics using CNNs. Color and Imaging Conference (CIC)
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Wang, Renfang. (2022) Survey of natural image enhancement techniques: Classification, evaluation, challenges, and perspectives. Digital signal processing (Print)
    Academic literature review
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2011) Image quality metrics for the evaluation of print quality. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems
    Academic article
  • Pedersen, Marius; Albregtsen, Fritz; Hardeberg, Jon Yngve. (2009) Detection of worms in error diffusion halftoning. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Kadyrova, Altynay; Kitanovski, Vlado; Pedersen, Marius. (2021) Quality Assessment of 2.5D Prints Using 2D Image Quality Metrics. Applied Sciences
    Academic article
  • Le Moan, Steven; Pedersen, Marius. (2017) Evidence of change blindness in subjective image fidelity assessment. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2019) How re-training process affect the performance of no-reference image quality metric for face images. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2019) Material Appearance: Ordering and Clustering. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Masuda, Osamu; Pedersen, Marius; Hardeberg, Jon Yngve. (2015) Effects of awareness to security features on the confidence in banknotes. Journal of Print and Media Technology Research
    Academic article
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick. (2017) Can no-reference image quality metrics assess visible wavelength iris sample quality?. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2023) Concept-based reasoning in medical imaging. International Journal of Computer Assisted Radiology and Surgery
    Academic article
  • Kitanovski, Vlado; Reed, Alastair; Falkenstern, Kristyn; Pedersen, Marius. (2019) Measurement of CIELAB spatio-chromatic contrast sensitivity in different spatial and chromatie directions. Color and Imaging Conference (CIC)
    Academic article
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius. (2022) 3D Reconstruction of the Human Colon from Capsule Endoscope Video. CEUR Workshop Proceedings
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra Jee; Nguyen, Mathieu; Zimmermann, Pauline Hardeberg. (2022) Image enhancement dataset for evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences
    Academic article
  • Zhao, Ping; Pedersen, Marius; Hardeberg, Jon Yngve; Thomas, Jean-Baptiste. (2015) Measuring the relative image contrast of projection displays. Journal of Imaging Science and Technology
    Academic article
  • Gigilashvili, Davit; Pedersen, Marius; Hardeberg, Jon Yngve. (2018) Blurring Impairs Translucency Perception. Color and Imaging Conference (CIC)
    Academic article
  • Xu, Guoxia; Wang, Hao; Zhao, Meng; Pedersen, Marius; Zhu, Hu. (2022) Learning the Distribution-Based Temporal Knowledge With Low Rank Response Reasoning for UAV Visual Tracking. IEEE Transactions on Intelligent Transportation Systems (T-ITS)
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius. (2022) From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels. Scientific Reports
    Academic article
  • Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yayilgan, Sule Yildirim. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC)
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2024) Individual Contrast Preferences in Natural Images. Journal of Imaging
    Academic article
  • Xu, Guoxia; Deng, Xiaoxue; Zhou, Xiaokang; Pedersen, Marius; Cimmino, Lucia; Wang, Hao. (2022) FCFusion: Fractal Componentwise Modeling With Group Sparsity for Medical Image Fusion. IEEE Transactions on Industrial Informatics
    Academic article
  • Pengying, Thitinun; Pedersen, Marius; Hardeberg, Jon Yngve; Museth, Jon. (2019) Underwater Fish Classification of Trout and Grayling. IEEE Xplore Digital Library
    Academic article
  • Mansouri, Alamin; Deger, Ferdinand; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2015) An adaptive spatial–spectral total variation approach for Poisson noise removal in hyperspectral images. Signal, Image and Video Processing
    Academic article
  • Gigilashvili, Davit; Tanaka, Midori; Pedersen, Marius; Hardeberg, Jon Yngve. (2020) Image Statistics as Glossiness and Translucency Predictor in Photographs of Real-world Objects. CEUR Workshop Proceedings
    Academic article
  • Gigilashvili, Davit; Thomas, Jean Baptiste; Hardeberg, Jon Yngve; Pedersen, Marius. (2021) Translucency perception: A review. Journal of Vision
    Academic literature review
  • Ullah, Ehsan; Pedersen, Marius; Waaseth, Kjartan Sebastian; Baltzersen, Bernt-Erik. (2023) Multi-Attention Guided SKFHDRNet For HDR Video Reconstruction. Journal of Imaging Science and Technology
    Academic article
  • Volgyes, David; Pedersen, Marius; Stray-Pedersen, Arne; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2017) How different iterative and filtered back projection kernels affect computed tomography numbers and low contrast detectability. Journal of computer assisted tomography
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen; Weijkamp, clemens. (2022) Effect of various ink types on naturalness perception of 2.5D prints. Journal of Print and Media Technology Research
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2018) Standardized Quality Metric System for Structural Brain Magnetic Resonance Images in Multi-Center Neuroimaging Study. BMC Medical Imaging
    Academic article
  • Sagvold, Petter; Farup, Ivar; Pedersen, Marius. (2023) Spatio–Temporal Retinex–Inspired Envelopes with Anisotropic Diffusion. Journal of Imaging Science and Technology
    Academic article
  • Poddar, Shashi; Pedersen, Marius; Karar, Vinod. (2018) Color Image Modification with and without Hue Preservation. Sensing and Imaging
    Academic article
  • Xu, Guoxia; Wang, Hao; Pedersen, Marius; Zhao, Meng; Zhu, Hu. (2023) SSP-Net: A Siamese-Based Structure-Preserving Generative Adversarial Network for Unpaired Medical Image Enhancement. IEEE/ACM Transactions on Computational Biology & Bioinformatics
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen; Weijkamp, clemens; Horiuchi, Takahiko. (2023) Naturalness Perception of 2.5 D Prints: Elevation and Size of Prints Relation. London Imaging Meeting (LIM)
    Professional article
  • Ahmed, Tawsin Uddin; Amirshahi, Seyed Ali; Pedersen, Marius. (2023) Image Demosaicing: subjective analysis and evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Gigilashvili, Davit; Sole, Aditya Suneel; Nath, Shaikat Deb; Pedersen, Marius. (2022) Exploring the role of caustics in translucency perception — An eye tracking approach. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2023) Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images. Scientific Reports
    Academic article
  • Kitanovski, Vlado; Nersveen, Jonny; Strand, Anton; Pedersen, Marius. (2020) Impact of printing surfaces with UV-curable inks on sound absorption. Journal of Print and Media Technology Research
    Academic article
  • Völgyes, David; Pedersen, Marius; Stray-Pedersen, Arne; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2018) Applicability of a clinical cardiac CT protocol in post mortem studies. Journal of Forensic Radiology and Imaging
    Academic article
  • Eschbach, Reiner; Pedersen, Marius. (2016) On large local error accumulation in multilevel error diffusion. Journal of Imaging Science and Technology
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius; Yu, Stella X.. (2016) Image Quality Assessment by Comparing CNN Features between Images. Journal of Imaging Science and Technology
    Academic article
  • Chetouani, Aladine; Pedersen, Marius. (2021) Image Quality Assessment without Reference by Combining Deep Learning-Based Features and Viewing Distance. Applied Sciences
    Academic article
  • Mohammed, Ahmed Kedir; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging
    Academic article
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2022) Analysis of individual quality scores of different image distortions. Color and Imaging Conference (CIC)
    Academic article
  • Myrvold, Knut Marius; Holter, Tobias Houge; Nordølum, Birger Johan; Lavik, Eirik Osland; Haugen, Kristian André Dahl; Kvalvaag, Tom-Ruben Traavik; Pedersen, Marius; Museth, Jon. (2025) Monitoring Fish Assemblages in Seasonal Off- Channel Habitats Using Underwater Video and Computer Vision. Ecohydrology
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) The spatial statistics of structural magnetic resonance images: application to post-acquisition quality assessment of brain MRI images. Imaging Science Journal
    Academic article
  • Simone, Gabriele; Pedersen, Marius; Farup, Ivar; Oleari, Claudio. (2013) Multi-level contrast filtering in image difference metrics. EURASIP Journal on Image and Video Processing
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius. (2019) Future Directions in Image Quality. Color and Imaging Conference (CIC)
    Academic article
  • Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine. (2019) Comparing the Chromatic Contrast Sensitivity in Vertical and Oblique Orientations. Color and Imaging Conference (CIC)
    Academic article
  • Reed, Alastair; Kitanovski, Vlado; Falkenstern, Kristyn; Pedersen, Marius. (2020) Using watermark visibility measurements to select an optimized pair of spot colors for use in a binary watermark. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Pedersen, Marius; Hardeberg, Jon Yngve. (2012) A New Spatial Filtering Based Image Difference Metric Based on Hue Angle Weighting. Journal of Imaging Science and Technology
    Academic article
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean Baptiste. (2022) Modification and evaluation of the peripheral contrast sensitivity function models. Optical Society of America. Journal A: Optics, Image Science, and Vision (JOSA A)
    Academic article
  • Vats, Anuja; Ahmad, Bilal; Floor, Pål Anders; Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein. (2024) CAPTIV8: A Comprehensive Large Scale Capsule Endoscopy Dataset For Integrated Diagnosis. Proceedings of IEEE International Conference on Image Processing
    Academic article
  • Deger, Ferdinand; Mansouri, Alamin; Curdy, Philippe; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2016) Statistical analysis of engraving traces on a 3D digital model of prehistoric stone stelae. Journal of Cultural Heritage
    Academic article
  • Pedersen, Marius; Amirshahi, Seyed Ali. (2021) Colourlab Image Database: Geometric Distortions. Color and Imaging Conference (CIC)
    Academic article
  • De, Kanjar; Pedersen, Marius. (2021) Impact of Colour on Robustness of Deep Neural Networks. IEEE International Conference on Computer Vision Workshop (ICCVW)
    Academic article
  • Kedir, Ahmed; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-net: A deep convolutional neural network for polyp detection. https://arxiv.org/abs/1806.01907
    Popular science article
  • Eschbach, Reiner; Pedersen, Marius. (2017) On large local error accumulation in multilevel error diffusion. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Floor, Pål Anders; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2020) Error reduction through post processing for wireless capsule endoscope video. EURASIP Journal on Image and Video Processing
    Academic article
  • Mandal, Dipendra Jee; Deborah, Hilda; Pedersen, Marius. (2023) Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Journal of Cultural Heritage
    Academic article
  • Habib, Syeda Tanzima; Pedersen, Marius. (2019) SHORT-TERM MEMORY EFFECTS IN SUBJECTIVE IMAGE QUALITY ASSESSMENT OFNATURAL IMAGE. European Workshop on Visual Information Processing
    Academic article
  • Zhao, Lingcong; Pedersen, Marius; Hardeberg, Jon Yngve; Dervo, Børre Kind. (2019) Image-based recognition of individual trouts in the wild. European Workshop on Visual Information Processing
    Academic article
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2021) Perceptual Navigation in Absorption-Scattering Space. Color and Imaging Conference (CIC)
    Academic article
  • Velastegui Sandoval, Ronny Xavier; Pedersen, Marius. (2021) CMYK-CIELAB Color Space Transformation Using Machine Learning Techniques. London Imaging Meeting (LIM)
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) Bayesian framework inspired no-reference region-of-interest quality measure for brain MRI images. Journal of Medical Imaging
    Academic literature review
  • Pedersen, Marius; Cherepkova, Olga; Mohammed, Ahmed Kedir. (2017) Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques. Journal of Imaging Science and Technology
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2017) No-Reference Quality Measure in Brain MRI Images using Binary Operations, Texture and Set Analysis. IET Image Processing
    Academic article
  • Gigilashvili, Davit; Dubouchet, Lucas; Hardeberg, Jon Yngve; Pedersen, Marius. (2020) Caustics and Translucency Perception. IS&T International Symposium on Electronic Imaging Science and Technology
    Academic article
  • Zhao, Meng; Wang, Hao; Han, Ying; Wang, Xiaokang; Dai, Hong-Ning; Sun, Xuguo; Zhang, Jin; Pedersen, Marius. (2020) SEENS: Nuclei segmentation in Pap smear images with selective edge enhancement. Future Generation Computer Systems
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Arnold, Douglas; Wendel-Mitoraj, Katrina. (2019) Local Indicators of Spatial Autocorrelation (LISA): Application to Blind Noise-Based Perceptual Quality Metric Index for Magnetic Resonance Images. Journal of Imaging
    Academic article
  • Pedersen, Marius; Hardeberg, Jon Yngve. (2012) Full-Reference Image Quality Metrics: Classification and Evaluation. Foundations and Trends in Computer Graphics and Vision
    Academic article
  • Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) Do Contrast Measures Correlate? A Pilot Investigation. European Workshop on Visual Information Processing
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius; Wiratunga, Nirmalie. (2023) This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
    Academic article
  • Kitanovski, Vlado; Eschbach, Reiner; Pedersen, Marius; Hardeberg, Jon Yngve. (2017) Data Hiding by White Modulation in Color Direct Binary Search Halftones. Journal of Imaging Science and Technology
    Academic article
  • Deger, Ferdinand; Mansouri, Alamin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2015) A sensor-data-based denoising framework for hyperspectral images. Optics Express
    Academic article
  • Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) How Do Image Quality Metrics Perform on Contrast Enhanced Images?. European Workshop on Visual Information Processing
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen. (2022) What Elevation Makes 2.5D Prints Perceptually Natural?. Materials
    Academic article
  • Kadyrova, Altynay; Pedersen, Marius; Westland, Stephen. (2022) Effect of Elevation and Surface Roughness on Naturalness Perception of 2.5D Decor Prints. Materials
    Academic article
  • Gigilashvili, Davit; Urban, Philipp; Thomas, Jean Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2022) The Impact of Optical and Geometrical Thickness on Perceived Translucency Differences. Journal of Perceptual Imaging (JPI)
    Academic article
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2019) Plant leaves region segmentation in cluttered and occluded images using perceptual color space and k-means-derived threshold with set theory. IEEE Conference on Industrial Informatics
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yayilgan, Sule Yildirim; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding
    Academic article
  • Możejko, Dawid; Andersen, Hilde Kjernlie; Pedersen, Marius; Waaler, Dag; Martinsen, Anne Catrine Trægde. (2016) Image texture and radiation dose properties in CT. Journal of Applied Clinical Medical Physics
    Academic article
  • Vats, Anuja; Volgyes, David; Vermeer, Martijn; Pedersen, Marius; Raja, Kiran; Fantin, Daniele S. M.; Hay, Jacob Alexander. (2024) Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction From LiDAR Data With Limited Annotations. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2012) Measuring perceptual contrast in digital images. Journal of Visual Communication and Image Representation
    Academic article
  • Rukundo, Olivier; Pedersen, Marius; Hovde, Øistein. (2017) Advanced Image Enhancement Method for Distant Vessels and Structures in Capsule Endoscopy. Computational & Mathematical Methods in Medicine
    Academic article
  • Ngo, Khai van; Storvik, Jehans J.; Dokkeberg, Christopher André; Farup, Ivar; Pedersen, Marius. (2015) QuickEval: A web application for psychometric scaling experiments. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Gigilashvili, Davit; Thomas, Jean-Baptiste; Pedersen, Marius; Hardeberg, Jon Yngve. (2019) Perceived Glossiness: Beyond Surface Properties. Color and Imaging Conference (CIC)
    Academic article

Books

  • Pedersen, Marius; Gómez, Samuel Morillas. (2023) CIC31: The 31st Color and Imaging Conference, Color Science and Engineering Systems, Technologies, and Applications. The Society for Imaging Science and Technology
    Anthology
  • Pedersen, Marius; Thomas, Jean-Baptiste. (2015) 2015 Colour and Visual Computing Symposium (CVCS). IEEE (Institute of Electrical and Electronics Engineers)
    Anthology
  • Pedersen, Marius; Segovia, Maria V. Ortez. (2015) CIC23, 23rd Color and Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, Final program and proceedings; 19-23 October 2015, Darmstadt, Germany. The Society for Imaging Science and Technology
    Anthology
  • Pedersen, Marius. (2014) 22nd Color and Imaging Conference Final Program and Proceedings. The Society for Imaging Science and Technology
    Anthology
  • Beghdadi, Azeddine; S., Bourennane; A., Bouzerdoum; Pedersen, Marius; Oudre, L.; Jiang, R.. (2016) 2016 6th European Workshop on Visual Information Processing (EUVIP). IEEE (Institute of Electrical and Electronics Engineers)
    Anthology
  • Hardeberg, Jon Yngve; Pedersen, Marius. (2013) 2013 Colour and Visual Computing Symposium (CVCS), 5th and 6th September, 2013, Gjøvik, Norway. IEEE (Institute of Electrical and Electronics Engineers)
    Anthology

Part of book/report

  • Gurav, Aniket Anand; Chanda, Sukalpa; Pedersen, Marius. (2025) ResNet-TPP: A Parallel PHOC-PHOS Framework for Zero-Shot Handwritten Word Recognition in Low-Resource Scripts.
    Academic chapter
  • Fadillah, Riestiya Zain; Amirshahi, Seyed Ali; Pedersen, Marius; Beghdadi, Azeddine Boutkhil. (2025) Uncertainty Quantification in Video Distortion Classification Under Dataset Shift.
    Academic chapter
  • Agossou, Bidossessi Emmanuel; Pedersen, Marius; Raja, Kiran; Vats, Anuja; Floor, Pål Anders. (2025) Influence of Color Correction on Pathology Detection in Capsule Endoscopy.
    Academic chapter
  • Vats, Anuja; Farup, Ivar; Pedersen, Marius; Raja, Kiran. (2025) Uncertainty-Aware Regularization for Image-to-Image Translation.
    Academic chapter
  • Xu, Ying; Terhörst, Philipp; Pedersen, Marius; Raja, Kiran. (2025) Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only.
    Academic chapter
  • Ahmad, Shahzad; Mukherjee, Surajit; Chanda, Sukalpa; Palaiahnakote, Shivakumara; Pal, Umapada; Pedersen, Marius. (2025) PHASE: Physiological Dynamics-Based Attention for SpO$$_2$$ Estimation.
    Academic chapter
  • Deger, Ferdinand; Mansouri, Amin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2014) A Variational Approach for Denoising Hyperspectral Images Corrupted by Poisson Distributed Noise.
    Academic chapter
  • Wajid, Rameez; Mansoor, Atif Bin; Pedersen, Marius. (2014) A Human Perception Based Performance Evaluation of Image Quality Metrics.
    Academic chapter
  • Wang, Xingbo; Pedersen, Marius; Thomas, Jean-Baptiste. (2014) The Influence Of Chromatic Aberration On Demosaicking.
    Academic chapter
  • Beigpour, Shida; Pedersen, Marius. (2015) Color Play: Gamification for Color Vision Study.
    Academic chapter
  • Le Moan, Steven; George, Sony; Pedersen, Marius; Blahova, Jana; Hardeberg, Jon Yngve. (2015) A database for spectral image quality.
    Academic chapter
  • Diaz Estrada, David Norman; Pedersen, Marius. (2022) Impact of Pooling Methods on Image Quality Metrics.
    Academic chapter
  • Xu, Ying; Raja, Kiran; Pedersen, Marius. (2022) Supervised Contrastive Learning for Generalizable and Explainable DeepFakes Detection.
    Academic chapter
  • Ngo, Khai Van; Storvik, Jehans J.; Dokkeberg, Christopher André; Farup, Ivar; Pedersen, Marius. (2015) QuickEval: a web application for psychometric scaling experiments.
    Academic chapter
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2022) Analyzing the Variability of Subjective Image Quality Ratings for Different Distortions.
    Academic chapter
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2010) Validation of quality attributes for evaluation of color prints.
    Academic chapter
  • Pedersen, Marius; Bonnier, Nicolas; Hardeberg, Jon Yngve; Albregtsen, Fritz. (2010) Estimating print quality attributes by image quality metrics.
    Academic chapter
  • Falkenstern, Kristyn; Bonnier, Nicolas; Brettel, Hans; Pedersen, Marius; Vienot, Francoise. (2010) Using image quality metrics to evaluate an ICC printer profile.
    Academic chapter
  • Mohammed, Ahmed Kedir; Pedersen, Marius. (2021) Multi-encoder Decoder Network for Polyp Detection.
    Non-fiction chapter
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2021) Simultaneous Artefact-Lesion Extraction for Skin Cancer Diagnosis.
    Academic chapter
  • Chetouani, Aladine; Pedersen, Marius; Le Moan, Steven. (2020) Prediction of chromatic visual masking with deep learning.
    Academic chapter
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2020) Learning-based segmentation of optic disc in retinal images using clustering trees and local mode filtering.
    Academic chapter
  • Osadebey, Michael; Pedersen, Marius; Waaler, Dag. (2020) Evaluation of color spaces for unsupervised and deep learning skin lesion segmentation.
    Academic chapter
  • Le Moan, Steven; Pedersen, Marius; Chetouani, Aladine. (2020) High-Level Visual Masking of Image Compression Artefacts.
    Academic chapter
  • Liu, Xinwei; Charrier, Christophe; Pedersen, Marius; Bours, Patrick. (2018) Performance Evaluation of No-Reference Image Quality Metrics for Visible Wavelength Iris Biometric Images.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Bours, Patrick. (2018) Can image quality enhancement methods improve the performance of biometric systems for degraded face images?.
    Academic chapter
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2024) A Comparative Analysis of the Three-Alternative Forced Choice Method and the Slider-Based Method in Subjective Experiments: A Case Study on Contrast Preference Task.
    Academic chapter
  • Vaghela, Hiren; Sarvaiya, Anjali; Premlani, Pranav; Agarwal, Abhishek; Upla, Kishor; Bylappa Raja, Kiran; Pedersen, Marius. (2023) DCAN:DenseNet with Channel Attention Network for Super-resolution of Wireless Capsule Endoscopy.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe. (2016) Image-based attributes of multi-modality image quality for contactless biometric samples.
    Academic chapter
  • Zhao, Ping; Pedersen, Marius. (2015) Extending Subjective Experiments for Image Quality Assessment with Baseline Adjustments.
    Academic chapter
  • Kitanovski, Vlado; Pedersen, Marius. (2019) Halftone Modulation for Embedding UV Watermarks in Color Printed Images.
    Academic chapter
  • Pedersen, Marius; Liu, Xinwei; Farup, Ivar. (2013) Improved Simulation of Image Detail Visibility using the Non-Subsampled Contourlet Transform.
    Academic chapter
  • Kalra, Meeta; Osadebey, Michael; Bouguila, Nizar; Pedersen, Marius; Fan, Wentao. (2020) Online Variational Learning for Medical Image Data Clustering.
    Academic chapter
  • Le Moan, Steven; Pedersen, Marius. (2018) Measuring the Effect of High-Level Visual Masking in Subjective Image Quality Assessment with Priming.
    Academic chapter
  • Deger, Ferdinand; Mansouri, Alamin; Pedersen, Marius; Hardeberg, Jon Yngve; Voisin, Yvon. (2012) Multi- and single-output Support Vector Regression for Spectral Reflectance Recovery.
    Academic chapter
  • Zewdie, Cherinet Geneti; Pedersen, Marius; Wang, Zhaohui. (2014) A New Pooling Strategy For Image Quality Metrics.
    Academic chapter
  • Landré, Victor; Pedersen, Marius; Waaler, Dag. (2017) Memory Effects in Subjective Quality Assessment of X-Ray Images.
    Academic chapter
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization.
    Academic chapter
  • Le Moan, Steven; Pedersen, Marius. (2019) SUBJECTIVE IMAGE FIDELITY ASSESSMENT: EFFECT OF THE SPATIAL DISTANCE BETWEEN STIMULI.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2010) Measuring perceptual contrast in uncontrolled environments.
    Academic chapter
  • Chetouani, Aladine; Pedersen, Marius. (2019) On the Use of a Convolutional Neural Network to Predict Perceptual Quality of Images without Reference for Different Viewing Distances.
    Academic chapter
  • Slavuj, Radovan; Pedersen, Marius. (2015) Multichannel DBS halftoning for improved texture quality.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve; Rizzi, Alessandro. (2009) Measuring perceptual contrast in a multilevel framework.
    Academic chapter
  • Xu, Ying; Bylappa Raja, Kiran; Verdoliva, L.; Pedersen, Marius. (2023) Learning Pairwise Interaction for Generalizable DeepFake Detection.
    Academic chapter
  • Kadyrova, Altynay; Kitanovski, Vlado; Pedersen, Marius. (2020) A study on attributes for 2.5D print quality assessment.
    Academic chapter
  • Kitanovski, Vlado; Pedersen, Marius. (2017) Masking in chrominance channels of natural images — Data, analysis, and prediction.
    Academic chapter
  • Vatine, Leo; Floor, Pål Anders; Pedersen, Marius; Nussbaum, Peter Stefan; Ahmad, Bilal; Hovde, Øistein. (2023) Enhancement of Colour Reproduction for Capsule Endoscopy Images.
    Academic chapter
  • Zhao, Ping; Pedersen, Marius; Thomas, Jean-Baptiste; Hardeberg, Jon Yngve. (2014) Perceptual Spatial Uniformity Assessment of Projection Displays with a Calibrated Camera.
    Academic chapter
  • Pedersen, Marius. (2014) An image difference metric based on simulation of image detail visibility and total variation.
    Academic chapter
  • Bauer, Jacob Renzo; Pedersen, Marius; Hardeberg, Jon Yngve; Verdaasdonk, Rudolf. (2017) Skin color simulation - review and analysis of available Monte Carlo-based photon transport simulation models.
    Academic chapter
  • Jenadeleh, Mohsen; Pedersen, Marius; Saupe, Dietmar. (2018) Realtime Quality Assessment of Iris Biometrics Under Visible Light.
    Academic chapter
  • Gigilashvili, Davit; Yin, Chengbo; Liu, Jonathan; Hardeberg, Jon Yngve; Pedersen, Marius. (2019) Measuring and Mitigating Speckle Noise in Dual-Axis Confocal Microscopy Images.
    Academic chapter
  • Le Moan, Steven; Pedersen, Marius; Farup, Ivar; Blahova, Jana. (2016) The influence of short-term memory in subjective image quality assessment.
    Academic chapter
  • Pedersen, Marius; Farup, Ivar. (2016) Improving the robustness to image scale of the total variation of difference metric.
    Academic chapter
  • Pedersen, Marius; Zheng, Yuanlin; Hardeberg, Jon Yngve. (2011) Evaluation of Image Quality Metrics for Color Prints.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Charrier, Christophe; Alaya Cheikh, Faouzi; Bours, Patrick. (2016) An improved 3-step contactless fingerprint image enhancement approach for minutiae detection.
    Academic chapter
  • Sidorov, Oleksii; Pedersen, Marius; Shekhar, Sumit; Kim, Nam Wook. (2020) Are All the Frames Equally Important?.
    Academic chapter
  • Khodabakhsh, Ali; Pedersen, Marius; Busch, Christoph. (2019) Subjective Versus Objective Face Image Quality Evaluation For Face Recognition.
    Academic chapter
  • Falkenstern, Kristyn; Bonnier, Nicolas; Pedersen, Marius; Brettel, Hans; Vienot, Francoise. (2011) Using metrics to assess the ICC perceptual rendering intent.
    Academic chapter
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2021) Learning More for Free-A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
    Academic chapter
  • morillas, samuel; Latorre-Carmona, P.; Huertas, Rafael; Pedersen, Marius. (2021) Using STRESS to compute the agreement between computed image quality measures and observer scores: advantanges and open issues.
    Academic chapter
  • Liu, Xinwei; Pedersen, Marius; Hardeberg, Jon Yngve. (2014) CID:IQ – A New Image Quality Database.
    Academic chapter
  • Zhao, Ping; Cheng, Yao; Pedersen, Marius. (2015) Objective Assessment of Perceived Sharpness of Projection Displays with a Calibrated Camera.
    Academic chapter
  • Pedersen, Marius. (2015) Evaluation of 60 full-reference image quality metrics on the CID:IQ.
    Academic chapter
  • Wajid, Rameez; Mansoor, Atif Bin; Pedersen, Marius. (2013) A study of human perception similarity for image quality assessment.
    Academic chapter
  • Zhao, Ping; Pedersen, Marius; Hardeberg, Jon Yngve; Thomas, Jean-Baptiste. (2013) Camera-based measurement of relative image contrast in projection displays.
    Academic chapter
  • Bylappa Raja, Kiran; Pedersen, Marius. (2013) Artifact detection in gamut mapped images using saliency.
    Academic chapter
  • Cheng, Yao; Pedersen, Marius; Chen, Guangxue. (2017) Evaluation of image quality metrics for sharpness enhancement.
    Academic chapter
  • Ajagamelle, Sebastien Akli; Pedersen, Marius; Simone, Gabriele. (2010) Analysis of the difference of Gaussians model in image difference metrics.
    Academic chapter
  • Pedersen, Marius; Amirshahi, Seyed Ali. (2010) Framework for the Evaluation of Color Prints Using Image Quality Metrics.
    Academic chapter
  • Simone, Gabriele; Caracciolo, Valentina; Pedersen, Marius; Alaya Cheikh, Faouzi. (2010) Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts.
    Academic chapter
  • Cao, Guanqun; Pedersen, Marius; Baranczuk, Zofia. (2010) Saliency models as gamut-mapping artifact detectors.
    Academic chapter
  • Martínez Cañada, Pablo; Pedersen, Marius. (2014) Exposure Fusion Algorithm Based on Perceptual Contrast and Dynamic Adjustment of Well-Exposedness.
    Academic chapter
  • Pedersen, Marius; Farup, Ivar. (2012) Simulation of Image Detail Visibility using Contrast Sensitivity Functions and Wavelets.
    Academic chapter
  • Cisarova, Milena; Pedersen, Marius; Nussbaum, Peter Stefan; Gaykema, Frans; Nemec, Peter. (2013) Verification of proposed ISO methods to measure resolution capabilities of printing systems.
    Academic chapter
  • Simone, Gabriele; Pedersen, Marius; Hardeberg, Jon Yngve. (2010) Measuring perceptual contrast in uncontrolled environments.
    Academic chapter
  • Farup, Ivar; Pedersen, Marius; Alsam, Ali. (2018) Colour-to-greyscale image conversion by linear anisotropic diffusion of perceptual colour metrics.
    Academic chapter

Report

  • Hardeberg, Jon Yngve; Nussbaum, Peter; Pedersen, Marius. (2007) Proceedings from Gjøvik Color Imaging Symposium 2007. Høgskolen i Gjøvik
    Research report

Student thesis or dissertation

  • Gurav, Aniket Anand; Chanda, Sukalpa; Pedersen, Marius; Krishnan, Narayanan Chatapuram. (2026) Handwritten Text Recognition and Generation for Historical Document. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Ahmad, Shahzad; Chanda, Sukalpa; Pedersen, Marius; Rawat, Yogesh S. (2026) Remote Intelligent Health Monitoring. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Bozorgian, Aliakbar; Pedersen, Marius; Thomas, Jean-Baptiste Denis. (2026) Contrast Sensitivity in Peripheral Vision for Digital Imaging. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Cherepkova, Olga; Amirshahi, Seyed Ali; Pedersen, Marius. (2025) Toward Observer-Aware Image Quality Assessment: A Study on Individual Differences and Contrast Preferences. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Gigilashvili, Davit; Hardeberg, Jon Yngve; Pedersen, Marius; Thomas, Jean Baptiste. (2021) On the Appearance of Translucent Objects: Perception and Assessment by Human Observers. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Pedersen, Marius. (2011) Image quality metrics for the evaluation of printing workflows. Universitetet i Oslo
    Doctoral thesis
  • Kadyrova, Altynay; Pedersen, Marius. (2023) Quality Assessment of 2.5D Prints. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Xu, Ying; Raja, Kiran; Pedersen, Marius. (2025) Generalising Deepfake Detection: Towards Robust, Interpretable and Fair Models. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis
  • Volgyes, David; Pedersen, Marius; Martinsen, Anne Catrine Trægde; Waaler, Dag; Stray-Pedersen, Arne. (2018) Image quality in forensic CT imaging. Norges teknisk-naturvitenskapelige universitet
    Doctoral thesis

Teaching

Courses

  • IDIG4001 - Project Work for Exchange Master Students
  • IDIG3001 - Project Work for Exchange Bachelor Students
  • DT8121 - Colour Imaging
  • IMT4135 - Introduction to Research on Colour and Visual Computing

Outreach

2026

  • Lecture
    Deborah, Hilda; Pedersen, Marius. (2026) Catching illegal construction from 700 km up. Catch IDI Gjøvik

2025

  • Lecture
    Pedersen, Marius. (2025) Der vann møter teknologi: Kunstig intelligens i videoovervåkning av laksefisk. Fagsamling Vandringsmønster anadrom fisk i Troms
  • Conference lecture
    Deborah, Hilda; Amundsen, Joe; Pedersen, Marius. (2025) Identifying land use land cover changes using Sentinel-2 images in the Norwegian context. NOBIM Conference 2025

2024

  • Other presentation
    Pedersen, Marius. (2024) En dråpe forskning: Farvel fastlege, jeg går heller til ChatGPT. Forskningsdagene
  • Lecture
    Pedersen, Marius. (2024) (Litt om) kunstig intelligens. Eidsiva Bredbånd
  • Lecture
    Pedersen, Marius. (2024) Kunstig intelligens og fremtidens grafiske bransje. Fespa Norway Årskonferanse
  • Lecture
    Pedersen, Marius. (2024) Fremtidens muligheter: kunstig intelligens og videoovervåkning. Fagsamling – Vandringsmønster sjø

2023

  • Lecture
    Vats, Anuja; Pedersen, Marius. (2023) Discussing explainability generally and in capsule endoscopy. Workshop on Interactive Explanations of Neural Networks and Artificial Intelligence (Int-XAI)
  • Conference poster
    Agossou, Emmanuel; Vats, Anuja; Pedersen, Marius; Raja, Kiran. (2023) Auto-WCEBleedGen Challenge presentation, Computer Vision & Image Processing (CVIP-2023). Computer Vision & Image Processing (CVIP-2023)

2022

  • Conference lecture
    Bozorgian, Aliakbar; Thomas, Jean Baptiste; Pedersen, Marius. (2022) The Effect of Peripheral Contrast Sensitivity Functions on the Performance of the Foveated Wavelet Image Quality Index. London Imaging Meeting 2022

2021

  • Lecture
    Pedersen, Marius; Vats, Anuja. (2021) Computer aided diagnoses for wireless capsule endoscopy. Biomedical signals: processing and mathematical analysis

2020

  • Conference lecture
    Jung, Min Ho; Thomas, Jean Baptiste; Pedersen, Marius; Cheung, Vien; Rhodes, Peter. (2020) Effect-coating glint according to binocular and monocular vision. Proceedings of the AIC

2019

  • Lecture
    Pedersen, Marius. (2019) Hvordan kan maskinlæring og kunstig intelligens bidra til å hjelpe kronikere?. Integrerte helsetjenester og samarbeid om de som trenger det mest
  • Lecture
    Pedersen, Marius. (2019) Colour and visual computing research. Når de kreative møter teknologien
  • Conference lecture
    Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) HOW DO IMAGE QUALITY METRICS PERFORM ON CONTRAST ENHANCED IMAGES?. European Workshop on Visual Information Processing
  • Conference lecture
    Amirshahi, Seyed Ali; Kadyrova, Altynay; Pedersen, Marius. (2019) DO CONTRAST MEASURES CORRELATE? A PILOT INVESTIGATION. European Workshop on Visual Information Processing

2018

  • Conference lecture
    Mohammed, Ahmed Kedir; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Conference (BMVC 2018)

2014

  • Conference lecture
    Zhao, Ping; Pedersen, Marius; Hardeberg, Jon Yngve; Thomas, Jean-Baptiste. (2014) Image registration for image quality assessment of projection displays. The International Conference on Image Processing (ICIP)

2011

  • Conference lecture
    Pedersen, Marius; Bakke, Arne Magnus. (2011) Seam carving for multi-projector displays. 2nd International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA-2011)
  • Conference lecture
    Pedersen, Marius; Simone, Gabriele; Gong, Mingming; Farup, Ivar. (2011) A total variation based color image quality meteric with perceptual contrast filtering. 2nd International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA-2011)

NTNU – Norwegian University of Science and Technology

  • For employees
  • |
  • For students
  • |
  • Intranet
  • |
  • Canvas

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