Publications

Capture and Acquisition  
  1. A High-Resolution High Dynamic Range Light-Field Dataset with an Application to View Synthesis and Tone-Mapping. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.      
    M. Shahzeb Khan Gul, Thorsten Wolf, Michel Bätz, Matthias Ziegler, Joachim Keinert
  2. Dataset and Metrics for Predicting Local Visible Differences. ACM Transactions on Graphics 37, 5, 1-14., 2018.            
    Krzysztof Wolski, Daniele Giunchi, Nanyang Ye, Piotr Didyk, Karol Myszkowski, Radosław Mantiuk, Hans-Peter Seidel, Anthony Steed, Rafał K. Mantiuk
Processing and Coding  
  1. Light-Field View Synthesis Using A Convolutional Block Attention Module. In IEEE International Conference on Image Processing (ICIP), 2021.         
    M. Shahzeb Khan Gul, Umair Mukati, Michel Bätz, Søren Forchhammer, Joachim Keinert
  2. Learning-based Lossless Light Field Compression. In IEEE International Workshop on Multimedia Signal Processing (MMSP), 2021.      
    Milan Stepanov, M. Umair Mukati, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux
  3. Improved Deep Distributed Light Field Coding. IEEE Open Journal of Circuits and Systems, vol. 2, pp. 325-337., 2021.      
    Muhammad Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Søren Forchhammer, Frédéric Dufaux
  4. Hybrid Learning-based and HEVC-based Coding of Light Fields. In IEEE International Conference on Image Processing (ICIP’), 2020, September         
    Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux
  5. View Synthesis-based Distributed Light Field Compression. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.         
    Muhammad Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Frédéric Dufaux, Søren Forchhammer
  6. Epipolar Plane Image-Based Lossless and Near-Lossless Light Field Compression. IEEE Access, vol. 9, pp. 1124-1136., 2021.      
    Muhammad Umair Mukati, Søren Forchhammer
  7. EPIC: Context Adaptive Lossless Light Field Compression using Epipolar Plane Images. In 2020 Data Compression Conference (DCC) (pp. 43-52). IEEE., 2020, March.         
    Muhammad Umair Mukati, Søren Forchhammer
  8. Tone Mapping Operators: Progressing Towards Semantic-awareness. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.         
    Abhishek Goswami, Mathis Petrovich, Wolf Hauser, Frédéric Dufaux
  9. Pixel-Wise Confidences for Stereo Disparities Using Recurrent Neural Networks. British Machine Vision Conference., 2019.      
    Muhammad Shahzeb Khan Gul, Michel Bätz, Joachim Keinert
  10. Epipolar Plane Image-based Lossless and Near-lossless Light Field Compression. IEEE Access (2020). M. Umair Mukati, and Søren Forchhammer. 
  11. Attention Mechanism-Based Light-Field View Synthesis. IEEE Access, 2022. M. Shahzeb Khan Gul, M. Umair Mukati, Michel Bätz, Søren
    Forchhammer, and Joachim Keinert. 
  12.  RNNSC: Recurrent Neural Network-Based Stereo Compression Using Image and State Warping. DCC 2022. M. Shahzeb Khan Gul, Hamid Suleman, Michel Bätz, and Joachim Keinert.
  13.  Stereo Image Compression Using Recurrent Neural Network with a Convolutional Neural Network-Based Occlusion Detection. International Conference on Pattern Recognition (ICPR) 2022.M. Shahzeb Khan Gul, Hamid Suleman, Michel Bätz, and Joachim Keinert.
Hyper-realistic Displays  
  1. Reproducing Reality with a High-Dynamic-Range Multi-Focal Stereo Display. ACM Trans. Graph. 40, 6, Article 241, 2021, December.            
    Fangcheng Zhong, Akshay Jindal, Ali Özgür Yöntem, Param Hanji, Simon J. Watt, and Rafał K. Mantiuk
  2. A Benchmark of Light Field View Interpolation Methods. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.         
    Dingcheng Yue, Muhammad Shahzeb Khan Gul, Michel Bätz, Joachim Keinert, Rafał Mantiuk
  3. Demonstrating a multi-primary high dynamic range display system for vision experiments. JOSA A, 37(4), pp.A271-A284, 2020.         
    Allie C. Hexley, Ali Özgür Yöntem, Manuel Spitschan, Hannah E. Smithson, and Rafal Mantiuk
  4. Perception-Driven Hybrid Foveated Depth of Field Rendering for Head-Mounted Displays. In IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2021, September.      
    Jingyu Liu, Claire Mantel, Søren Forchhammer
  5. A Simulation System for Scene Synthesis in Virtual Reality. In the 18th International Conference (EuroXR), 2021.   
    Jingyu Liu, Claire Mantel, Florian Schweiger, Søren Forchhammer
  6. Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization. In 2020 25th International Conference on Pattern Recognition (ICPR) (pp. 2559-2566). IEEE. 2021, January.      
    Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, and Rafal Mantiuk
  7. DiCE: Dichoptic Contrast Enhancement for VR and Stereo Displays. ACM Transactions on Graphics 38, 6, Article 211., 2019.            
    Fangcheng Zhong, George Alex Koulieris, George Drettakis, Martin S. Banks, Mathieu Chambe, Fredo Durand, Rafał K. Mantiuk
  8. Selecting Texture Resolution Using a Task‐specific Visibility Metric. Computer Graphics Forum 38, 7, 685-696., 2019.            
    Krzysztof Wolski, Daniele Giunchi, Shinichi Kinuwaki, Piotr Didyk, Karol Myszkowski, Anthony Steed, Rafał K. Mantiuk
  9.  How bright should a virtual object be to appear opaque in optical see-through AR?. IEEE International Symposium on Mixed and Augmented Reality (ISMAR) .Jingyu Liu, Akshay Jindal, Claire Mantel, Søren Forchhammer, and Rafał Mantiuk (2022).
Perception  
  1. Perceptual Model for Adaptive Local Shading and Refresh Rate. ACM Trans. Graph. 40, 6, Article 280, 2021, December.         
    Akshay Jindal, Krzysztof Wolski, Karol Myszkowski and Rafał K. Mantiuk
  2. A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution. ACM Transactions on Graphics (TOG), 39(4), pp.133-1., 2020.            
    Gyorgy Denes, Akshay Jindal, Aliaksei Mikhailiuk, Rafał K. Mantiuk
  3. Towards Perceptually Plausible Training of Image Restoration Neural Networks. International Conference on Image Processing Theory, Tools and Applications., 2019.         
    Ali Ak, Patrick Le Callet
  4. Using a multi-primary high dynamic range display to investigate melanopsin-mediated visual function. AVA 24th Christmas Meeting, 2019.   
    Allie C. Hexley
  5. A review of perceptual calibration methods for online experiments with visual stimuli. OSA Technical Group Special Webinar: Display Calibration for Internet and At-home Human Vision, Visual Perception and Color Research, 2020.   
    Allie C. Hexley, Hannah E. Smithson, Ali Özgür Yöntem, Rafal Mantiuk, Manuel Spitschan
  6. The retinal mosaic, eyes movements, and colour vision. 25th Symposium of the International Colour Vision Society, 2019.   
    Sarah E. Regan, Allie C. Hexley, Anna-Katharina Hauperich, Laura K. Young, Hannah E. Smithson
  7. Are fixational eye movements adaptive? Two tests of the interaction between photoreceptor sampling, eye movements and psychophysical performances. OSA Fall Vision Meeting, 2019.   
    Hannah E. Smithson, Laura K. Young, Anna-Katharina Hauperich, Allie C. Hexley, Sarah E. Regan
  8. Exploring, explaining, and exploiting individual differences in colour vision. Invited Speaker for Women in Vision UK session at 100% Optical, 2020.   
    Allie C. Hexley
  9. A machine-learning approach to illuminant estimation using statistical regularities in photoreceptor signals from real-world surfaces, ECVP, 2021. Allie C. Hexley, Takuma Morimoto, Keiji Uchikawa, Hannah E. Smithson
  10.  Characterizing fixational eye movements as a candidate biomarker of neurodegenerative disorders, BCOVS, 2021. Allie C. Hexley, Anna K. Hauperich, Laura K. Young, Tom McLeish, Hannah E. Smithson
  11. The design, potential, and challenges of multi-primary high dynamic range displays for vision science, Novel Displays for Future Vision Science OSA Webinar, 2021. Allie C. Hexley
  12.  Measuring and modelling fixational eye movements, V-VSS, 2022 Allie C. Hexley, Laura K. Young, Tom C. B McLeish, Hannah E. Smithson
  13. Paramterising fixational eye movements, AOPW, 2022. Allie C. Hexley, Laura K. Young, Tom C. B McLeish, Hannah E. Smithson
  14. Fixational eye movements and variation in the L:M cone mosaic, ICVS, 2022. Allie C. Hexley, Sarah E. Regan, Laura K. Young, Hannah E. Smithson
  15. Dark Stereo: Improving Depth Perception UnderLow Luminance. ACM Transactions on Graphics (Proc. of SIGGRAPH 2022), 41(4), article no. 146, 2022,Krzysztof Wolski, Fangcheng Zhong, Karol Myszkowski, Rafał. K. Mantiuk
  16. Beyond colour gamuts: Novel metrics for the reproduction of photoreceptor signal, (BioRxiv), March 2021. Allie C. Hexley, Takuma Morimoto, Hannah E. Smithson, Manuel Spitschan
  17. Book chapter authored: Psychophysics: Concepts, Methods, and Frontiers, APA Handbook of Research Methods in Psychology, Second Edition: Vol. 1. Foundations, Planning, Measures, and Psychometrics, 2nd edition, edited by Harris Cooper. Allie C. Hexley, Takuma Morimoto, Manuel Spitschan
Quality Evaluation  
  1. On Spammer Detection In Crowdsourcing Pairwise Comparison Tasks: Case Study On Two Multimedia Qoe Assessment Scenarios. In 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2021, July.         
    Ali Ak, Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet
  2. Reliability of Crowdsourcing for Subjective Quality Evaluation of Tone Mapping Operators. IEEE International Workshop on Multimedia Signal Processing (MMSP), 2021.      
    Best Paper Runner up
    Abhishek Goswami, Ali Ak, Wolf Hauser, Patrick Le Gallet, Frédéric Dufaux
  3. A Comprehensive Analysis of Crowdsourcing for Subjective Evaluation of Tone Mapping Operators. In Image Quality and System Performance, IS&T International Symposium on Electronic Imaging, 2021, January.   
    Ali Ak, Abhishek Goswami, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux
  4. The Effect of Temporal Subsampling on the Accuracy of Volumetric Video Quality Assessment. PCS, 2021.      
    Ali Ak, Emin Zerman, Suiyi Ling, Patrick Le Callet, Aljosa Smolic
  5. Defining Immersion: Literature Review and Implications for Research on Audiovisual Experiences. Journal of the Audio Engineering Society, 68(6), pp.404-417., 2020.      
    Sarvesh Agrawal, Adèle Simon, Søren Bech, Klaus Bærentsen, Søren Forchhammer
  6. No-Reference Quality Evaluation of Light Field Content Based on Structural Representation of The Epipolar Plane Image. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.         
    Ali Ak, Suiyi Ling, Patrick Le Callet
  7. Evaluation of the Bubble view Metaphor for the Crowdsourcing Study of Visual Attention Deployment in Tone-Mapped Images. In 9th European Workshop on Visual Information Processing (EUVIP), 2021, July.      
    Waqas Ellahi, Toinon Vigier, Patrick Le Callet
  8. Method for Subjective Assessment of Immersion in Audiovisual Experiences. Journal of the Audio Engineering Society. 2021     
    Sarvesh Agrawal, Bech Søren, Klaus Bærentsen, Katrien De Moor, and Søren Forchhammer
  9. QUALINET White Paper on Definitions of Immersive Media Experience (IMEx). arXiv preprint      
    Andrew Perkis, Christian Timmerer, Sabina Baraković, Jasmina Baraković Husić, Søren Bech, Sebastian Bosse, Jean Botev, Kjell Brunnström, Luis Cruz, Katrien De Moor, Andrea de Polo Saibanti, Wouter Durnez, Sebastian Egger-Lampl, Ulrich Engelke, Tiago H. Falk, Jesús Gutiérrez, Asim Hameed, Andrew Hines, Tanja Kojic, Dragan Kukolj, Eirini Liotou, Dragorad Milovanovic, Sebastian Möller, Niall Murray, Babak Naderi, Manuela Pereira, Stuart Perry, Antonio Pinheiro, Andres Pinilla, Alexander Raake, Sarvesh Rajesh Agrawal, Ulrich Reiter, Rafael Rodrigues, Raimund Schatz, Peter Schelkens, Steven Schmidt, Saeed Shafiee Sabet, Ashutosh Singla, Lea Skorin-Kapov, Mirko Suznjevic, Stefan Uhrig, Sara Vlahović, Jan-Niklas Voigt-Antons, Saman Zadtootaghaj
  10. HMM-Based Framework to Measure the Visual Fidelity of Tone Mapping Operators. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE., 2020, July.         
    Waqas Ellahi, Toinon Vigier, Patrick Le Callet
  11. Can Visual Scanpath Reveal Personal Image Memorability? Investigation of HMM Tools for Gaze Patterns Analysis. In 2020 12th International Conference on Quality of Multimedia Experience (QoMEX) (pp. 1-4). IEEE., 2020, May.         
    Waqas Ellahi, Toinon Vigier, Patrick Le Callet
  12. Towards a Perceived Audiovisual Quality Model for Immersive Content. In 12th International Conference on Quality of Multimedia Experience (QoMEX), 2020.         
    Randy Frans Fela, Nick Zacharov, Søren Forchhammer
  13. Predicting Visible Image Differences Under Varying Display Brightness and Viewing Distance. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5434-5442., 2019.            
    Nanyang Ye, Krzysztof Wolski, Rafal K. Mantiuk
  14. Investigating Epipolar Plane Image Representations for Objective Quality Evaluation of Light Field Images. European Workshop on Visual Information Processing., 2019.         
    Best Student Paper
    Ali Ak, Patrick Le Callet
  15. Defining Immersion: Literature Review and Implications for Research on Immersive Audiovisual Experiences. Audio Engineering Society Convention 147, 10275., 2019.      
    Sarvesh Agrawal, Adèle Simon, Søren Bech, Klaus Bærentsen, Søren Forchhammer
  16. A machine-learning framework to predict TMO preference based on image and visual attention features. IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), 2021.   
    Waqas Ellahi, Toinon Vigier, and Patrick Le Callet.
  17. New metrics for the calibration and characterization of a multi-primary high dynamic range display. London Imaging Meeting, 2020.   
    Allie C. Hexley, Takuma Morimoto, Manuel Spitschan, Rafal Mantiuk, Hannah E. Smithson
  18. Influence of Audio Spatialization on Immersion in Audiovisual Experiences. Journal of Audio Engineering Society Sarvesh Agrawal, Søren Bech, Katrien De Moor, and Søren Forchhammer, 2022
  19. Immersion in Audiovisual Experiences, in M. Geronazzo and S. Serafin (Eds.), Sonic Interactions in Virtual Environments, chap. 11, pp. 333-366, Springer International Publishing 2022. Sarvesh Agrawal and Søren Bech
  20. Influence of Changes in Audio Spatialization on the Experience of Immersion in Audiovisual Experiences, Journal of Audio Engineering Society. Agrawal, S., Bech, S., De Moor, K., and Forchhammer, S.
  21.  Assessor Selection Process for Perceptual 360 Audio-Visual Quality Assessment Journal of Audio Engineering Society, 2022. Randy Frans Fela, Nick Zacharov, Søren Forchhammer.
  22.  From Just Noticeable Differences to Image Quality, ACM MM 2022 - QoEvma Ali Ak, Andreas Pastor, Patrick Le Callet.
  23.  Perceptual Evaluation of 360 Audiovisual Quality and Machine Learning Predictions. Multimedia and Signal Processing Conference 2021. DOI: 10.1109/MMSP53017.2021.9733677. Randy Frans Fela, Søren Forchhammer, and Nick Zacharov.
  24.  Perceptual evaluation on Audio-visual dataset of 360 content, the International Conference on Multimedia and Expo Workshops, 2022. Randy Frans Fela, Andreas Pastor, Nick Zacharov, Patrick Le Callet, Søren Forchhammer, Toinon Vigier.
  25.  Large-Scale Subjective Quality Assessment of Tone Mapping Operators via Crowdsourcing, (In Preparation), IEEE Transactions on Multimedia (TMM). Ali Ak, Abhishek Goswami, Wolf Hauser, Patrick Le Callet, Frédéric Dufaux,
Standardization Documents  
  1. wg1m87038-CTQ- A High-Resolution High Dynamic Range Light-Field with an Application to View Synthesis and Tone-Mapping. In JPEG Pleno meeting.   
    M.Shahzeb Khan Gul, Matthias Ziegler, Michel Bätz, Joachim Keinert, and Siegfried Fößel
  2. Multicamera Lightfield: High Dynamic Range Dataset Specification (Internal JPEG Input Document WG1M87038). In JPEG Pleno meeting at 87th JPEG meeting.   
    M.Shahzeb Khan Gul, Matthias Ziegler, Michel Bätz, Joachim Keinert, and Siegfried Fößel
  3. “360 databases and contents creation guidelines for subjective assessment” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.3, Standards Activities IEEE Computer Society.   
    Waqas Ellahi
  4. “Objective assessment of Light Field imaging based on psycho-physiological measurements” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Waqas Ellahi
  5. “Datasets” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Ali Ak, Waqas Ellahi
  6. “Influencing Factors and Impairments for the Quality of Light Field Imaging” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Ali Ak
  7. “Objective assessment of Light Field imaging based on psycho-physiological measurements” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Ali Ak
  8. “Subjective assessment of Light Field imaging” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Ali Ak
  9. “Use cases, display and content characteristics” Chapter. Standard for the Quality Assessment of Light Field Imaging, P3333.1.4, Standards Activities IEEE Computer Society.   
    Ali Ak  
Updated by Leah Strauss on 14 October 2022
Updated by Leah Strauss on 14 October 2022

ITN RealVision

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under Grant Agreement No. 765911.

Key Roles
ITN RealVision Coordinator: Søren Forchhammer, DTU
Training Coordinator: Patrick Le Callet, UN
Scientific Coordinator: Søren Forchhammer, DTU
Industrial Coordinator: DxO
Recruitment and Equal Opportunities Coordinator: DTU
Communication Coordinator: Rafal Mantiuk, UCAM
Project Administrator: Leah Strauss, DTU

Information
Project Number:765911
Call: H2020-MSCA-ITN-2017
Type of action: MSCA-ITN-ETN
Start Date: 01/01/18
End Date: 30/06/22
Maximum EU Funding: € 4,076,702.28

 

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27 APRIL 2024