Perceptual encoding of high fidelity light fields

Project Information

EyeCode

Grant agreement ID: 725253

DOI

10.3030/725253

Project closed

EC signature date 17 March 2017

Start date 1 July 2017

End date 31 March 2023

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 868 855,00

EU contribution

€ 1 868 855,00

Coordinated by

THE CHANCELLOR MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (17)

How to cheat with metrics in single-image HDR reconstruction

Author(s): Gabriel Eilertsen, Saghi Hajisharif, Param Hanji, Apostolia Tsirikoglou, Rafał K. Mantiuk, Jonas Unger
Published in: 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021, Page(s) 3998-4007
Publisher: IEEE
DOI: 10.1109/iccvw54120.2021.00445

Transformation Consistency Regularization- A Semi-Supervised Paradigm for Image-to-Image Translation

Author(s): Mustafa, Aamir; Mantiuk, Rafal K.
Published in: Proc. European Conference on Computer Vision (ECCV), Issue 1, 2020
Publisher: Springer
DOI: 10.17863/CAM.56431

Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization

Author(s): Mikhailiuk, Aliaksei; Wilmot, Clifford; Perez-Ortiz, Maria; Yue, Dingcheng; Mantiuk, Rafal
Published in: International Conference on Patter Recognition (ICPR), Issue 1, 2020
Publisher: IEEE

The effect of display brightness and viewing distance: a dataset for visually lossless image compression

Author(s): Aliaksei Mikhailiuk, Nanyang Ye and Rafał K. Mantiuk
Published in: Electronic Imaging, Human Vision and Electronic Imaging, 2021, Page(s) 152-1 - 152-8
Publisher: IS&T
DOI: 10.2352/issn.2470-1173.2021.11.hvei-152

Noise-aware merging of high dynamic range image stacks without camera calibration

Author(s): Param Hanji, Fangcheng Zhong, Rafał K. Mantiuk
Published in: Advances in Image Manipulation (ECCV workshop), 2020
Publisher: Elsevier

A Comparative Study on the Loss Functions for Image Enhancement Networks

Author(s): Aamir Mustafa, Hongjie You, Rafał K. Mantiuk
Published in: London Imaging Meeting, 2022
Publisher: IS&T
DOI: 10.2352/lim.2022.1.1.04

Impact of correct and simulated focus cues on perceived realism

Author(s): Joseph March; Anantha Krishnan; Simon Watt; Marek Wernikowski; Hongyun Gao; Ali Özgür Yöntem; Rafal Mantiuk
Published in: Proc. of SIGGRAPH Asia 2022, Issue 2, 2022
Publisher: ACM
DOI: 10.1145/3550469.3555405

Trained Perceptual Transform for Quality Assessment of High Dynamic Range Images and Video

Author(s): Nanyang Ye, Maria Perez-Ortiz, Rafal K. Mantiuk
Published in: 2018 25th IEEE International Conference on Image Processing (ICIP), 2018, Page(s) 1718-1722, ISBN 978-1-4799-7061-2
Publisher: IEEE
DOI: 10.1109/icip.2018.8451207

Psychometric scaling of TID2013 dataset

Author(s): Mikhailiuk, A; Perez-Ortiz, M; Mantiuk, Rafal
Published in: In: Atzori, L, (ed.) Proceedings of the 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX). IEEE: Cagliari, Italy. (2018), Issue 1, 2018
Publisher: IEEE
DOI: 10.17863/CAM.26628

Predicting Visible Image Differences Under Varying Display Brightness and Viewing Distance

Author(s): Nanyang Ye, Krzysztof Wolski, Rafal K. Mantiuk
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Issue http://openaccess.thecvf.com/content_CVPR_2019/html/Ye_Predicting_Visible_Image_Differences_Under_Varying_Display_Brightness_and_Viewing_CVPR_2019_paper.html, 2019, Page(s) 5429-5437, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/cvpr.2019.00558

Single-Frame Regularization for Temporally Stable CNNs

Author(s): Gabriel Eilertsen, Rafal K. Mantiuk, Jonas Unger
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 11168-11177, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/cvpr.2019.01143

Predicting visible flicker in temporally changing images

Author(s): Gyorgy Denes, Rafał K. Mantiuk
Published in: Human Vision and Electronic Imaging, 2020
Publisher: IS&T

Visibility Metric for Visually Lossless Image Compression

Author(s): Nanyang Ye, Maria Perez-Ortiz, Rafal K. Mantiuk
Published in: 2019 Picture Coding Symposium (PCS), 2019, Page(s) 1-5, ISBN 978-1-7281-4704-8
Publisher: IEEE
DOI: 10.1109/pcs48520.2019.8954560

Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping

Author(s): Aamir Mustafa, Param Hanji, Rafał K. Mantiuk
Published in: The 19th ACM SIGGRAPH European Conference on Visual Media Production (CVMP), 2022
Publisher: ACM
DOI: 10.1145/3565516.3565520

Minjung Kim, Maryam Azimi, and Rafał K. Mantiuk

Author(s): Minjung Kim, Maryam Azimi, and Rafał K. Mantiuk
Published in: Proc. IS&T Int’l. Symp. on Electronic Imaging: Human Vision and Electronic Imaging, 2021, Page(s) 153-1 - 153-7
Publisher: IS&T
DOI: 10.2352/issn.2470-1173.2021.11.hvei-153

Practical Color Contrast Sensitivity Functions for Luminance Levels up to 10000 cd/m2

Author(s): Rafal Mantiuk; Minjung Kim; Maliha Ashraf; Qiang Xu; M. Ronnier Luo; Jasna Martinovic; Sophie Wuerger
Published in: Color Imaging Conference, Issue 2, 2020
Publisher: IS&T
DOI: 10.2352/issn.2169-2629.2020.28.1

Comparison of single image HDR reconstruction methods — the caveats of quality assessment

Author(s): Hanji, Param; Mantiuk, Rafal; Eilertsen, Gabriel; Hajisharif, Saghi; Unger, Jonas
Published in: Proc. of SIGGRAPH 2022, Issue 1, 2022
Publisher: ACM
DOI: 10.1145/3528233.3530729

Peer reviewed articles (16)

Training a Task-Specific Image Reconstruction Loss

Author(s): Mustafa, Aamir; Mikhailiuk, Aliaksei; Iliescu, Dan Andrei; Babbar, Varun; Mantiuk, Rafal K.
Published in: 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Issue 26429381, 2022, ISSN 2642-9381
Publisher: IEEE
DOI: 10.1109/wacv51458.2022.00010

stelaCSF - A Unified Model of Contrast Sensitivity as the Function of Spatio-Temporal Frequency, Eccentricity, Luminance and Area

Author(s): Rafal K. Mantiuk, Maliha Ashraf, Alexandre Chapiro
Published in: ACM Transactions on Graphics, 2022, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3528223.3530115

Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality

Author(s): Aliaksei Mikhailiuk, Maria Perez-Ortiz, Dingcheng Yue, Wilson Samuel Suen, Rafa Mantiuk
Published in: IEEE Transactions on Multimedia, 2021, Page(s) 1-1, ISSN 1520-9210
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmm.2021.3076298

Perceptual model for adaptive local shading and refresh rate

Author(s): Akshay Jindal, Krzysztof Wolski, Karol Myszkowski, Rafał K. Mantiuk
Published in: Perceptual model for adaptive local shading and refresh rate, 2021, Page(s) 281, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3478513.3480514

FovVideoVDP: a visible difference predictor for wide field-of-view video

Author(s): Rafał K. Mantiuk, Gyorgy Denes, Alexandre Chapiro, Anton Kaplanyan, Gizem Rufo, Romain Bachy, Trisha Lian, and Anjul Patney
Published in: ACM Transactions on Graphics, Issue 40(4), 2021, Page(s) 49, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3450626.3459831

Robust estimation of exposure ratios in multi-exposure image stacks

Author(s): Param Hanji, Rafal K. Mantiuk
Published in: IEEE Transactions on Computational Imaging, 2023, Page(s) 721-731, ISSN 2333-9403
Publisher: IEEE
DOI: 10.1109/tci.2023.3301338

Reproducing reality with a high-dynamic-range multi-focal stereo display

Author(s): Fangcheng Zhong, Akshay Jindal, Ali Özgür Yöntem, Param Hanji, Simon J. Watt, Rafał K. Mantiuk
Published in: ACM Transactions on Graphics, Issue 40 (6), 2021, Page(s) 241, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3478513.3480513

Demonstrating a multi-primary high dynamic range display system for vision experiments

Author(s): Allie C. Hexley, Ali Özgür Yöntem, Manuel Spitschan, Hannah E. Smithson, Rafal Mantiuk
Published in: Journal of the Optical Society of America A, Issue 37/4, 2020, Page(s) A271, ISSN 1084-7529
Publisher: Optical Society of America
DOI: 10.1364/josaa.384022

A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution

Author(s): Gyorgy Denes, Akshay Jindal, Aliaksei Mikhailiuk, Rafał K. Mantiuk
Published in: ACM Transactions on Graphics, Issue 39/4, 2020, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3386569.3392411

Dataset and Metrics for Predicting Local Visible Differences

Author(s): Krzysztof Wolski, Daniele Giunchi, Nanyang Ye, Piotr Didyk, Karol Myszkowski, Radosław Mantiuk, Hans-Peter Seidel, Anthony Steed, Rafał K. Mantiuk
Published in: ACM Transactions on Graphics, Issue 37/5, 2018, Page(s) 1-14, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3196493

Temporal Resolution Multiplexing: Exploiting the limitations of spatio-temporal vision for more efficient VR rendering

Author(s): Gyorgy Denes, Kuba Maruszczyk, George Ash, Rafal Mantiuk
Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 1, 2019, Page(s) 1-1, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2019.2898741

DiCE

Author(s): Fangcheng Zhong, George Alex Koulieris, George Drettakis, Martin S. Banks, Mathieu Chambe, Frédo Durand, Rafał K. Mantiuk
Published in: ACM Transactions on Graphics (TOG), Issue 38/6, 2019, Page(s) 1-13, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3355089.3356552

Selecting texture resolution using a task‐specific visibility metric

Author(s): K. Wolski, D. Giunchi, S. Kinuwaki, P. Didyk, K. Myszkowski, A. Steed, R. K. Mantiuk
Published in: Computer Graphics Forum, Issue 38/7, 2019, Page(s) 685-696, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13871

From Pairwise Comparisons and Rating to a Unified Quality Scale

Author(s): Maria Perez-Ortiz, Aliaksei Mikhailiuk, Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafal K. Mantiuk
Published in: IEEE Transactions on Image Processing, Issue 29, 2020, Page(s) 1139-1151, ISSN 1057-7149
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tip.2019.2936103

improving depth perception under low luminance

Author(s): Wolski, K; Zhong, F; Myszkowski, K; Mantiuk, RK
Published in: ACM Transactions on Graphics, Issue 15577368, 2022, ISSN 1557-7368
Publisher: ACM
DOI: 10.1145/3528223.3530136

Spatio-chromatic contrast sensitivity under mesopic and photopic light levels

Author(s): Sophie Wuerger, Maliha Ashraf, Minjung Kim, Jasna Martinovic, María Pérez-Ortiz, Rafal K. Mantiuk
Published in: Journal of Vision, Issue 20/4, 2020, Page(s) 23, ISSN 1534-7362
Publisher: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.20.4.23

Non-peer reviewed articles (1)

The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons

Author(s): Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafał K. Mantiuk, Frédéric Dufaux
Published in: Electronic Imaging, Issue 2018/14, 2018, Page(s) 1-6, ISSN 2470-1173
Publisher: Society for Imaging Science and Technology
DOI: 10.2352/issn.2470-1173.2018.14.hvei-517