If you are looking for a particular paper, this is the right place to check. You can download PDF pre- and post-prints for most of the papers.

Show all publications by: - year - publication type - research area

Jump to: - Display algorithms - HDR image/video compression - Quality/Visibility metrics - Tone mapping - General High Dynamic Range - Rendering - Computational photography - Eye tracking - Perception of depth and realism - Applied machine learning - Colour

Display algorithms

• Impact of focus cue presentation on perceived realism of 3-D scene structure: implications for scene perception and for display technology
  Joseph March, Anantha Krishnan, Rafał K. Mantiuk and Simon J. Watt.
  In: Journal of Vision, 24, article no. 13, 2024
  (doi) (project page)
• The effect of display capabilities on the gloss consistency between real and virtual objects
  Bin Chen, Akshay Jindal, Michal Piovarči, Chao Wang, Hans-Peter Seidel, Piotr Didyk, Karol Myszkowski, Ana Serrano and Rafał K. Mantiuk.
  In: Proc. of SIGGRAPH Asia 2023, 2023
  (doi) (project page) (PDF)
• Dark Stereo: Improving Depth Perception Under Low Luminance
  Krzysztof Wolski, Fangcheng Zhong, Karol Myszkowski and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2022), 41(4), article no. 146, 2022
  (doi) (project page) (dataset) (PDF) (code)
• Suprathreshold contrast matching between different luminance levels
  Maliha Ashraf, Rafał K. Mantiuk, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC30), 2022
  [Best Paper Award]
  (doi) (PDF)
• How bright should a virtual object be to appear opaque in optical see-through AR?
  Jingyu Liu, Akshay Jindal, Claire Mantel, Søren Forchhammer, Rafał K. Mantiuk.
  In: Intenational Symposium on Mixed and Augmented Reality, 2022
  (doi) (PDF)
• Perceptual model for adaptive local shading and refresh rate
  Akshay Jindal, Krzysztof Wolski, Karol Myszkowski and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2021), 40(6), 2021
  (doi) (project page) (PDF) (code)
• Reproducing reality with a high-dynamic-range multi-focal stereo display
  Fangcheng Zhong, Akshay Jindal, Ali Özgür Yöntem, Param Hanji, Simon J. Watt and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2021), 40(6), 2021
  (doi) (project page) (PDF)
• A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution
  Gyorgy Denes, Akshay Jindal, Aliaksei Mikhailiuk and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2020), 39(4), article no. 133, 2020
  (doi) (project page) (PDF) (code)
• Demonstrating a multi-primary high dynamicrange display system for vision experiments
  Allie Hexley, Ali Yontem, Manuel Spitschan, Hannah Smithson, and Rafal Mantiuk.
  In: Journal of the Optical Society of America A, 37(4), pp. A271-A284, 2020
  [the best paper published in the Journal by an emerging researcher in 2020]
  (doi) (PDF)
• Temporal Resolution Multiplexing: Exploiting the limitations of spatio-temporal vision for more efficient VR rendering
  Gyorgy Denes, Kuba Maruszczyk, George Ash, Rafał K. Mantiuk.
  In: IEEE Transactions on Visualization and Computer Graphics, 25(5), pp. 2072-2082, 2019
  [Best IEEE VR Journal Paper Award]
  (doi) (project page) (PDF)
• Near-Eye Display and Tracking Technologies for Virtual and Augmented Reality
  G. A. Koulieris, K. Akşit, M. Stengel, R. K. Mantiuk, K. Mania and C. Richardt.
  In: Computer Graphics Forum / Eurographics STAR Report, 38(2), pp. 493-519, 2019
  (doi) (project page) (PDF)
• Exploiting the limitations of spatio-temporal vision for more efficient VR rendering
  Gyorgy Denes, Kuba Maruszczyk, Rafał K. Mantiuk.
  In: SIGGRAPH '18 ACM SIGGRAPH 2018 Posters, 2018
  (doi) (PDF)
• Perceptual display calibration
  Rafal K. Mantiuk.
  In: Displays: Fundamentals & Applications. A K Peters/CRC Press, 2016
  Rolf R. Hainich and Oliver Bimber (ed.)
  (publication link) (PDF)
• Simulating and compensating changes in appearance between day and night vision
  Robert Wanat and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2014), 33(4), article no. 147, 2014
  (doi) (project page) (PDF)
• Gaze-driven Object Tracking for Real Time Rendering
  Radosław Mantiuk, Bartosz Bazyluk, and Rafał K. Mantiuk.
  In: Computer Graphics Forum (Proc. of Eurographics), 32(2pt2), pp. 163-173, 2013
  (doi) (project page) (PDF)
• Assessment of video tone-mapping: Are cameras' S-shaped tone-curves good enough?
  Josselin Petit and Rafał K. Mantiuk.
  In: Journal of Visual Communication and Image Representation, 24(7), pp. 1020-1030, 2013
  (doi) (project page) (PDF)
• Evaluation of monocular depth cues on a high-dynamic-range display for visualisation
  Haider K. Easa, Rafał K. Mantiuk and Ik Soo Lim.
  In: ACM Transactions on Applied Perception, 10(3), article no. 16, 2013
  (doi) (PDF)
• Unsharp Masking, Countershading and Halos: Enhancements or Artifacts?
  Matthew Trentacoste, Rafał Mantiuk, Wolfgang Heidrich and Florian Dufrot.
  In: Computer Graphics Forum (Proc. of Eurographics'12), 31(2), pp. 555-564, 2012
  (doi) (project page) (PDF)
• Physical and perceptual limitations of a projector-based high dynamic range display
  Robert Wanat, Josselin Petit and Rafał Mantiuk.
  In: Proc. of Theory and Practice of Computer Graphics (best technical research student paper, Terry Hewitt Prize), 2012
  (project page) (PDF)
• Blur-aware image downsampling
  Matthew Trentacoste, Rafał Mantiuk and Wolfgang Heidrich.
  In: Computer Graphics Forum (Proc. of Eurographics'11), 30(2), pp. 573-582, 2011
  (doi) (project page)
• Cluster-based Color Space Optimizations
  Cheryl Lau, Wolfgang Heidrich and Rafał Mantiuk.
  In: Proceedings of International Conference on Computer Vision (ICCV'09), pp. 1172-1179, 2011
  (doi) (project page)
• Use of a Spatial Multiresolution Visual Model with Display Characterization and Ambient Information to Adaptively Shape the Tone Scales of Mobile Displays
  Rafał Mantiuk, Scott Daly and Louis Kerofsky.
  In: Proc. of Society for Information Display 2010 Symposium, article no. 67-4, 2010
  
• The luminance of pure black: exploring the effect of surround in the context of electronic displays
  Rafał Mantiuk, Scott Daly and Louis Kerofsky.
  In: Proc. of Human Vision and Electronic Imaging XXI, IS&T/SPIE's Symposium on Electronic Imaging, article no. 7527-31, 2010
  (doi) (PDF)
• Color Correction for Tone Mapping
  Radosław Mantiuk, Rafał Mantiuk, Anna Tomaszewska, Wolfgang Heidrich.
  In: Computer Graphics Forum (Proc. of EUROGRAPHICS'09), 28(2), pp. 193-202, 2009
  (doi) (project page) (PDF)
• Visualizing High Dynamic Range Images in a Web Browser
  Rafał Mantiuk and Wolfgang Heidrich.
  In: Journal of Graphics Tools, 14(1), pp. 43-53, 2009
  (project page) (PDF)
• Display Considerations for Night and Low-Illumination Viewing
  Rafal Mantiuk, Allan Rempel and Wolfgang Heidrich.
  In: ACM Proc. of the 6th Symposium on Applied Perception in Graphics and Visualization (APGV08), pp. 53-58, 2009
  (project page) (PDF)
• Video Viewing Preferences for HDR Displays Under Varying Ambient Illumination
  Allan Rempel, Hiroe Li and Wolfgang Heidrich and Rafal Mantiuk.
  In: ACM Proc. of the 6th Symposium on Applied Perception in Graphics and Visualization (APGV08), pp. 45-52, 2009
  (project page) (PDF)
• Display Adaptive Tone Mapping
  Rafał Mantiuk, Scott Daly, Louis Kerofsky.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'08), 27(3), article no. 68, 2008
  (doi) (project page) (PDF) (errata)
• Enhancement of Bright Video Features for HDR Displays
  Piotr Didyk, Rafał Mantiuk, Matthias Hein and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of EGSR'08), 27(4), pp. 1265--1274, 2008
  (doi) (project page)
• Brightness of Glare Illusion
  Akiko Yoshida, Matthias Ihrke, Rafał Mantiuk, Hans-Peter Seidel.
  In: ACM Proc. of the 5th Symposium on Applied Perception in Graphics and Visualization (APGV08), pp. 83-90, 2008
  (doi) (PDF)
• Brightness Adjustment for HDR and Tone Mapped Images
  Grzegorz Krawczyk, Rafał Mantiuk, Dorota Zdrojewska and Hans-Peter Seidel.
  In: Proc. of 15th Pacific Conference on Computer Graphics and Applications, pp. 373-381, 2007
  (publication link)
• Analysis of Reproducing Real-World Appearance on Displays of Varying Dynamic Range
  Akiko Yoshida, Rafał Mantiuk, Karol Myszkowski, and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of Eurographics'06), 25(3), pp. 415-426, 2006
  (doi) (project page) (PDF)
• A Perceptual Framework for Contrast Processing of High Dynamic Range Images (revised and extended)
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: ACM Transactions on Applied Perception, 3(3), pp. 286-308, 2006
  (doi) (project page) (PDF)
• High-Fidelity Imaging: the computational models of the human visual system in high dynamic range video compression, visible difference prediction and image processing
  Rafał Mantiuk.
  In: PhD. Thesis, Saarland University, 2006
  (publication link)
• A Perceptual Framework for Contrast Processing of High Dynamic Range Images
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: Proc. of Second Symposium on Applied Perception in Graphics and Visualization, pp. 87-94, 2005
  

HDR image/video compression

• PU21: A novel perceptually uniform encoding for adapting existing quality metrics for HDR
  Rafał K. Mantiuk and Maryam Azimi.
  In: Picture Coding Symposium, 2021
  (doi) (project page) (PDF) (code)
• The effect of display brightness and viewing distance: a dataset for visually lossless image compression
  Aliaksei Mikhailiuk, Nanyang Ye and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2021
  (doi) (dataset) (PDF)
• Effect of color space on high dynamic range video compression performance
  Emin Zerman, Vedad Hulusic, Giuseppe Valenzise, Rafał Mantiuk and Frederic Dufaux.
  In: Proc. of International Conference on Quality of Multimedia Experience (QoMEX), 2017
  (PDF)
• JPEG XT: A Compression Standard for HDR and WCG Images [Standards in a Nutshell]
  A. Artusi, R. K. Mantiuk, T. Richter, P. Korshunov, P. Hanhart, T. Ebrahimi, M. Agostinelli.
  In: IEEE Signal Processing Magazine, 33(2), pp. 118-124, 2016
  (doi)
• Objective and Subjective Evaluation of High Dynamic Range Video Compression
  R. Mukherjee, K. Debattista, T. Bashford-Rogers, P. Vangorp, R. Mantiuk, M. Bessa, B. Waterfield, A. Chalmers.
  In: Signal Processing: Image Communication, 47, pp. 426-437, 2016
  (doi) (PDF)
• A high dynamic range video codec optimized by large-scale testing
  Gabriel Eilertsen, Rafał K. Mantiuk and Jonas Unger.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'16), pp. 1379-1383, 2016
  (doi) (project page) (PDF)
• Fine-tuning JPEG-XT compression performance using large-scale objective quality testing
  Rafał K. Mantiuk, Alessandro Artusi, Thomas Richter.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'16), pp. 2152-2156, 2016
  (doi) (PDF)
• Luma HDRv: an open source high dynamic range video codec optimized by large-scale testing
  Gabriel Eilertsen, Rafał K. Mantiuk and Jonas Unger.
  In: SIGGRAPH 2016 Talks, 2016
  (doi) (project page)
• Overview and evaluation of the JPEG XT HDR image compression standard
  Alessandro Artusi, Rafał K. Mantiuk, Thomas Richter, Philippe Hanhart, Pavel Korshunov, Massimiliano Agostinelli, Arkady Ten and Touradj Ebrahimi.
  In: Journal of Real-Time Image Processing, 2015
  (doi)
• Subjective quality assessment database of HDR images compressed with JPEG XT
  Pavel Korshunov, Philippe Hanhart, Thomas Richter, Alessandro Artusi, Rafal K. Mantiuk and Touradj Ebrahimi.
  In: Proc. of International Workshop on Quality of Multimedia Experience (QoMEX), 2015
  (doi) (publication link) (PDF)
• Evaluation of color encodings for high dynamic range pixels
  Ronan Boitard and Rafal K. Mantiuk.
  In: Proc. of Human Vision and Electronic Imaging, IS&T/SPIE's Symposium on Electronic Imaging, 93941K, 2015
  (doi) (PDF)
• Optimizing a Tone Curve for Backward-Compatible High Dynamic Range Image and Video Compression
  Zicong Mai, Hassan Mansour, Rafal Mantiuk, Panos Nasiopoulos, Rabab Ward, and Wolfgang Heidrich.
  In: IEEE Transactions on Image Processing, 20(6), pp. 1558-1571, 2011
  (doi) (PDF)
• On-the-fly tone mapping for backward-compatible high dynamic range image/video compression
  Zicong Mai, Hassan Mansour, Rafal Mantiuk, Panos Nasiopoulos, Rabab Ward, and Wolfgang Heidrich.
  In: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1831-1834, 2010
  (doi)
• High Dynamic Range Video
  Karol Myszkowski, Rafał Mantiuk and Grzegorz Krawczyk.
  In: Synthesis Lectures on Computer Graphics and Animation, 5. Morgan & Claypool, 2008
  (doi) (publication link) (PDF)
• Modeling a Generic Tone-Mapping Operator
  Rafał Mantiuk and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of EUROGRAPHICS'08), 27(2), pp. 699-708, 2008
  (doi) (project page) (PDF)
• HDR Image and Video Compression
  Rafał Mantiuk.
  In: High-Dynamic-Range (HDR) Vision, Springer Series in Advanced Microelectronics, 26. Springer, 2007
  Bernd Hoefflinger (ed.)
  (publication link)
• High Dynamic Range Codecs
  Alexander Efremov, Rafał Mantiuk, Grzegorz Krawczyk, Karol Myszkowski, Hans-Peter Seidel.
  In: Wipo Patent Appl. WO/2007/082562, 2007
  
• High Dynamic Range Image and Video Compression - Fidelity Matching Human Visual Performance
  Rafał Mantiuk, Grzegorz Krawczyk, Karol Myszkowski and Hans-Peter Seidel.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'07), pp. 9-12, 2007
  (PDF)
• Backward Compatible High Dynamic Range MPEG Video Compression
  Rafał Mantiuk, Alexander Efremov, Karol Myszkowski, Hans-Peter Seidel.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'06), 25(3), pp. 713-723, 2006
  (project page) (PDF)
• High-Fidelity Imaging: the computational models of the human visual system in high dynamic range video compression, visible difference prediction and image processing
  Rafał Mantiuk.
  In: PhD. Thesis, Saarland University, 2006
  (publication link)
• Lossy compression of high dynamic range images and video
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: Proc. of Human Vision and Electronic Imaging XI, IS&T/SPIE's Symposium on Electronic Imaging, 6057, article no. 60570V, 2006
  (PDF)
• Perception-motivated High Dynamic Range Video Encoding
  Rafał Mantiuk, Grzegorz Krawczyk, Karol Myszkowski, Hans-Peter Seidel.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'04), 23(3), pp. 733-741, 2004
  (project page) (PDF)
• Method and apparatus for encoding high dynamic range video
  Rafał Mantiuk, Grzegorz Krawczyk, Karol Myszkowski, Hans-Peter Seidel.
  In: US Patent 7,483,486, 2004
  
• Attention Guided MPEG Compression for Computer Animations
  Rafał Mantiuk, Karol Myszkowski, Sumanta Pattanaik.
  In: Proc. of the 19th Spring Conference on Computer Graphics, pp. 239-244, 2003
  (PDF)

Quality/Visibility metrics

• castleCSF — A Contrast Sensitivity Function of Color, Area, Spatio-Temporal frequency, Luminance and Eccentricity
  Maliha Ashraf, Rafał K. Mantiuk, Alexandre Chapiro and Sophie Wuerger.
  In: Journal of Vision, 24, article no. 5, 2024
  (doi) (project page) (dataset) (PDF) (code)
• Perceptual Assessment and Optimization of HDR Image Rendering
  Peibei Cao, Rafał K. Mantiuk, Kede Ma.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), 2024
  
• Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views
  Hanxue Liang, Tianhao Wu, Param Hanji, Francesco Banterle, Hongyun Gao, Rafał K. Mantiuk, Cengiz Oztireli.
  In: Computer Graphics Forum (Proc. of Eurographics), 2024
  (project page) (PDF)
• The effect of viewing distance and display peak luminance - HDR AV1 video streaming quality dataset
  Dounia Hammou, Lukas Krasula, Christos G. Bampis, Zhi Li and Rafał K. Mantiuk.
  In: International Conference on Quality of Multimedia Experience (QoMEX 2024), 2024
  (project page)
• Spatiotemporal contrast sensitivity functions: predictions for the critical flicker frequency
  Ali Bozorgian, Maliha Ashraf and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2024
  (doi) (PDF) (code)
• Image quality assessment across viewing distances: A comparison study of CSF-based and rescaling-based metrics
  Dounia Hammou, Lukas Krasula, Christos G. Bampis, Zhi Li and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2024
  (PDF)
• Color calibration methods for OLED displays
  Maliha Ashraf, Alejandro Sztrajman, Dounia Hammou and Rafał K. Mantiuk.
  In: Color Imaging XXIX: Displaying, Processing, Hardcopy, and Applications, 2024
  (PDF)
• Robust estimation of exposure ratios in multi-exposure image stacks
  Param Hanji and Rafal K. Mantiuk.
  In: IEEE Transactions on Computational Imaging, 9, article no. 721-731, 2023
  (doi) (PDF) (code)
• Comparison of metrics for predicting image and video quality at varying viewing distances
  Dounia Hammou, Lukas Krasula, Christos G. Bampis, Zhi Li, Rafał K. Mantiuk.
  In: IEEE MMSP 2023, 2023
  (PDF)
• HDR-VDP-3: A multi-metric for predicting image differences, quality and contrast distortions in high dynamic range and regular content
  Rafal K. Mantiuk, Dounia Hammou, Param Hanji.
  In: arXiv pre-print arXiv:2304.13625, 2023
  (project page) (PDF)
• Modeling contrast sensitivity of discs
  Maliha Ashraf, Rafał K. Mantiuk and Alexandre Chapiro.
  In: Human Vision and Electronic Imaging, 2023
  (doi) (PDF)
• Critical Flicker Frequency (CFF) at high luminance levels
  Alexandre Chapiro, Nathan Matsuda, Maliha Ashraf, and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2023
  (doi) (PDF)
• stelaCSF - A Unified Model of Contrast Sensitivity as the Function of Spatio-Temporal Frequency, Eccentricity, Luminance and Area
  Rafal K. Mantiuk, Maliha Ashraf, Alexandre Chapiro.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2022), 41(4), article no. 145, 2022
  (doi) (project page) (dataset) (PDF) (code)
• Comparison of single image HDR reconstruction methods — the caveats of quality assessment
  Param Hanji, Rafał K. Mantiuk, Gabriel Eilertsen, Saghi Hajisharif, Jonas Unger.
  In: Proc. of SIGGRAPH 2022, 2022
  (doi) (project page) (dataset) (PDF) (code)
• How bright should a virtual object be to appear opaque in optical see-through AR?
  Jingyu Liu, Akshay Jindal, Claire Mantel, Søren Forchhammer, Rafał K. Mantiuk.
  In: Intenational Symposium on Mixed and Augmented Reality, 2022
  (doi) (PDF)
• Perceptual model for adaptive local shading and refresh rate
  Akshay Jindal, Krzysztof Wolski, Karol Myszkowski and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2021), 40(6), 2021
  (doi) (project page) (PDF) (code)
• FovVideoVDP: A visible difference predictor for wide field-of-view video
  Rafał K. Mantiuk, Gyorgy Denes, Alexandre Chapiro, Anton Kaplanyan, Gizem Rufo, Romain Bachy, Trisha Lian, and Anjul Patney.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2021), 40(4), article no. 49, 2021
  (doi) (project page) (PDF) (code)
• UPIQ: Consolidated dataset and metrics for high-dynamic-range image quality
  Aliaksei Mikhailiuk, Maria Pérez-Ortiz, Dingcheng Yue, Wilson Suen and Rafał K. Mantiuk.
  In: IEEE Transactions on Multimedia, 2021
  (doi) (project page) (dataset) (PDF) (code)
• PU21: A novel perceptually uniform encoding for adapting existing quality metrics for HDR
  Rafał K. Mantiuk and Maryam Azimi.
  In: Picture Coding Symposium, 2021
  (doi) (project page) (PDF) (code)
• How to cheat with metrics in single-image HDR reconstruction
  Gabriel Eilertsen, Saghi Hajisharif, Param Hanji, Apostolia Tsirikoglou1, Rafał K. Mantiuk, Jonas Unger.
  In: Learning for Computational Imaging (LCI) Workshop (ICCV workshop), 2021
  (doi) (PDF)
• The effect of display brightness and viewing distance: a dataset for visually lossless image compression
  Aliaksei Mikhailiuk, Nanyang Ye and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2021
  (doi) (dataset) (PDF)
• A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution
  Gyorgy Denes, Akshay Jindal, Aliaksei Mikhailiuk and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2020), 39(4), article no. 133, 2020
  (doi) (project page) (PDF) (code)
• Active sampling for pairwise comparisons via approximate message passing and information gain maximization
  Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, Rafał K. Mantiuk.
  In: International Conference on Patter Recognition (ICPR), pp. 2559-2566, 2020
  [Best Student Paper Award]
  (doi) (PDF) (code)
• Spatio-chromatic contrast sensitivity under mesopic and photopic light levels
  Sophie Wuerger, Maliha Ashraf, Minjung Kim, Jasna Martinovic, María Pérez-Ortiz and Rafał K. Mantiuk.
  In: Journal of Vision, 20, article no. 23, 2020
  (doi) (project page) (dataset) (PDF) (code)
• Practical color contrast sensitivity functions for luminance levels up to 10000 cd/m^2
  Rafał K. Mantiuk, Minjung Kim, Maliha Ashraf, Qiang Xu, M. Ronnier Luo, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC28), 2020
  [Best Paper Award]
  (doi) (PDF) (code)
• Spatio-chromatic contrast sensitivity across the lifespan: interactions between age and light level in high dynamic range
  Maliha Ashraf, Sophie Wuerger, Minjung Kim, Jasna Martinovic, and Rafał K. Mantiuk.
  In: Color Imaging Conference (CIC28), 2020
  (doi) (PDF)
• Perceptually motivated model for predicting banding artefacts in high-dynamic range images
  Minjung Kim, Maryam Azimi and Rafał K. Mantiuk.
  In: Color Imaging Conference (CIC28), 2020
  (doi) (PDF)
• Predicting visible flicker in temporally changing images
  Gyorgy Denes and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, pp. 233-1-233-8(8), 2020
  [Best Paper Award]
  (doi) (PDF)
• Perceptual Image Quality Assessment for Various Viewing Conditions and Display Systems
  Andrei Chubarau, Tara Akhavan, Hyunjin Yoo, Rafał K. Mantiuk and James Clark.
  In: Human Vision and Electronic Imaging, pp. 067-1-067-9(9), 2020
  (doi) (PDF)
• From pairwise comparisons and rating to a unified quality scale
  María Pérez-Ortiz, Aliaksei Mikhailiuk, Emin Zerman, Vedad Hulusic, Giuseppe Valenzise and Rafał K. Mantiuk.
  In: IEEE Transactions on Image Processing, 29, pp. 1139-1151, 2019
  (doi) (project page) (PDF)
• Predicting visible image differences under varying display brightness and viewing distance
  Nanyang Ye, Krzysztof Wolski, Rafał K. Mantiuk.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), pp. 5434-5442, 2019
  (doi) (project page) (dataset) (PDF) (code)
• Selecting texture resolution using a task-specific visibility metric
  Krzysztof Wolski, Daniele Giunchi, Shinichi Kinuwaki, Piotr Didyk, Karol Myszkowski, Anthony Steed and Rafał K. Mantiuk.
  In: Computer Graphics Forum (Proc. of Pacific Graphics), 38(7), 2019
  (doi) (project page) (dataset) (PDF)
• Visibility Metric for Visually Lossless Image Compression
  Nanyang Ye, Maria Pérez-Ortiz, and Rafał K. Mantiuk.
  In: Proc. of Picture Coding Symposium, pp. 1-5, 2019
  (doi) (PDF)
• A visual model for predicting chromatic banding artifacts
  Gyorgy Denes, George Ash, Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, pp. 212-1-212-8(8), 2019
  [Best Paper Award]
  (doi) (PDF)
• Dataset and metrics for predicting local visible differences
  Krzysztof Wolski, Daniele Giunchi, Nanyang Ye, Piotr Didyk, Karol Myszkowski, Radosław Mantiuk, Hans-Peter Seidel, Anthony Steed and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics, 37(5), article no. 172, 2018
  (doi) (project page) (dataset) (PDF) (code)
• Psychometric scaling of TID2013 dataset
  Aliaksei Mikhailiuk, María Pérez-Ortiz and Rafal mantiuk.
  In: International Conference on Quality of Multimedia Experience (QoMEX 2018), 2018
  (doi) (dataset) (PDF)
• Age-dependent predictor of visibility in complex scenes
  Rafał K. Mantiuk and Giovanni Ramponi.
  In: Journal of the Society for Information Display, 26, pp. 4-13, 2018
  (doi) (PDF)
• The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons
  Zerman, Emin, Vedad Hulusic, Giuseppe Valenzise, Rafał K. Mantiuk and Frederic Dufaux.
  In: Human Vision and Electronic Imaging, pp. 1-6, 2018
  (doi) (PDF)
• Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation
  Jing Li, Rafał K. Mantiuk and Junle Wang.
  In: Proc. of Neural Information Processing Systems (NIPS), 2018
  (project page) (PDF)
• Trained perceptual transform for quality assessment of high dynamic range images and video
  Nanyang Ye, María Pérez-Ortiz, Rafał K. Mantiuk.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'18), 2018
  (doi) (PDF)
• Towards a quality metric for dense light fields
  Vamsi K. Adhikarla, Marek Vinkler, Denis Sumin, Rafal K. Mantiuk, Karol Myszkowski, Hans-Peter Seidel, Piotr Didyk.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), pp. 3720-3729, 2017
  (doi) (project page) (PDF)
• A practical guide and software for analysing pairwise comparison experiments
  María Pérez-Ortiz and Rafal K. Mantiuk.
  In: arXiv pre-print arXiv:2304.13625, 2017
  (project page) (PDF)
• Analysis of Reported Error in Monte Carlo Rendered Images
  Joss Whittle, Mark W. Jones and Rafal Mantiuk.
  In: The Visual Computer, 33(6), pp. 705-713, 2017
  (doi) (PDF)
• Practicalities of predicting quality of high dynamic range images and video
  Rafał K. Mantiuk.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'16), pp. 904-908, 2016
  (doi) (PDF)
• A model of local adaptation
  Peter Vangorp, Karol Myszkowski, Erich W. Graf, Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2015), 34(6), article no. 166, 2015
  (doi) (project page) (PDF)
• Overview and evaluation of the JPEG XT HDR image compression standard
  Alessandro Artusi, Rafał K. Mantiuk, Thomas Richter, Philippe Hanhart, Pavel Korshunov, Massimiliano Agostinelli, Arkady Ten and Touradj Ebrahimi.
  In: Journal of Real-Time Image Processing, 2015
  (doi)
• HDR-VDP-2.2: A Calibrated Method for Objective Quality Prediction of High Dynamic Range and Standard Images
  Manish Narwaria, Rafal K. Mantiuk, Mattheiu Perreira Da Silva and Patrick Le Callet.
  In: Journal of Electronic Imaging, 24(1), 2015
  (doi) (PDF)
• Human vision model including age dependencies
  Rafal K. Mantiuk and Giovanni Ramponi.
  In: Proc. of European Signal Processing Conference (EUSIPCO), pp. 1616-1620, 2015
  (doi) (PDF)
• Quality Assessment in Computer Graphics
  Guillaume Lavoué and Rafal Mantiuk.
  In: Visual Signal Quality Assessment, pp. 243-286. Springer, 2014
  (doi) (publication link) (PDF)
• Evaluation of tone-mapping operators for HDR-video
  Gabriel Eilertsen, Robert Wanat, Rafał K. Mantiuk and Jonas Unger.
  In: Computer Graphics Forum (proc. of Pacific Graphics), 32(7), pp. 275-284, 2013
  (doi) (project page) (PDF)
• Learning to predict localized distortions in rendered images
  Martin Čadík, Robert Herzog, Rafał K. Mantiuk, Karol Myszkowski and Hans-Peter Seidel.
  In: Computer Graphics Forum (proc. of Pacific Graphics), 32(7), pp. 401-410, 2013
  (doi) (project page) (PDF)
• Measurements of achromatic and chromatic contrast sensitivity functions for an extended range of adaptation luminance
  Kil Joong Kim, Rafał Mantiuk, Kyoung Ho Lee.
  In: Proc. of Human Vision and Electronic Imaging XVIII, IS&T/SPIE's Symposium on Electronic Imaging, article no. 8651-47, 2013
  (doi) (PDF)
• Survey and Evaluation of Tone Mapping Operators for HDR Video
  Gabriel Eilertsen, Jonas Unger, Robert Wanat and Rafał Mantiuk.
  In: SIGGRAPH'13 Talks, 2013
  (PDF)
• Comparison of deghosting algorithms for multi-exposure high dynamic range imaging
  Kanita K. Hadziabdic, Jasminka H. Telalovic, Rafał K. Mantiuk.
  In: Proc. of Spring Conference on Computer Graphics, 2013
  (project page) (PDF)
• Quantifying image quality in graphics: Perspective on subjective, objective metrics and their performance in computer graphics applications
  Rafał Mantiuk.
  In: Proc. of Human Vision and Electronic Imaging XVIII, IS&T/SPIE's Symposium on Electronic Imaging, article no. 8651-20, 2013
  (doi) (PDF)
• New Measurements Reveal Weaknesses of Image Quality Metrics in Evaluating Graphics Artifacts
  Martin Čadík, Robert Herzog, Rafał Mantiuk, Karol Myszkowski and Hans-Peter Seidel.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia'12), 61(6), article no. 147, 2012
  (doi) (project page) (PDF)
• Comparison of four subjective methods for image quality assessment
  Rafał K. Mantiuk, Anna Tomaszewska, and Radosław Mantiuk.
  In: Computer Graphics Forum, 31(8), pp. 2478–2491, 2012
  (doi) (project page) (PDF)
• HDR-VDP-2: A calibrated visual metric for visibility and quality predictions in all luminance conditions
  Rafał Mantiuk, Kil Joong Kim, Allan G. Rempel and Wolfgang Heidrich.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'11), 30(4), article no. 40, 2011
  (doi) (project page) (PDF)
• A Comparison of Three Image Fidelity Metrics of Different Computational Principles for JPEG2000 Compressed Abdomen CT Images
  Kim, K.J. and Kim, B. and Mantiuk, R. and Richter, T. and Lee, H. and Kang, H.S. and Seo, J. and Lee, K.H..
  In: IEEE Transactions on Medical Imaging, 29(8), pp. 1496--1503, 2010
  (doi)
• Calibration of the visual difference predictor for estimating visibility of JPEG2K compression artifacts in medical CT images
  Kil Joong Kim, Rafał Mantiuk, Kyoung Ho Lee and Wolfgang Heidrich.
  In: Proc. of Human Vision and Electronic Imaging XXI, IS&T/SPIE's Symposium on Electronic Imaging, article no. 7527-16, 2010
  (doi) (PDF)
• High Dynamic Range Video
  Karol Myszkowski, Rafał Mantiuk and Grzegorz Krawczyk.
  In: Synthesis Lectures on Computer Graphics and Animation, 5. Morgan & Claypool, 2008
  (doi) (publication link) (PDF)
• Dynamic Range Independent Image Quality Assessment
  Tunç O. Aydin, Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'08), 27(3), article no. 69, 2008
  (doi) (project page) (PDF)
• Extending quality metrics to full luminance range images
  Tunç O. Aydın, Rafał Mantiuk and Hans-Peter Seidel.
  In: Proc. of Human Vision and Electronic Imaging XIII, IS&T/SPIE's Symposium on Electronic Imaging, 6806, 2008
  (project page) (PDF)
• Regional Difference in Compression Artifacts in Low-Dose Chest CT Images: Effects of Mathematical and Perceptual Factors
  Kil Joong Kim, Bohyoung Kim, Kyoung Ho Lee, Tae Jung Kim, Rafał Mantiuk, Heung-Sik Kang, Young Hoon Kim.
  In: American Journal of Roentgenology, 191, pp. W30-W37, 2008
  (doi)
• Artifacts in Slab Average Intensity Projection Images Reformatted from JPEG2000 Compressed Thin-section Abdomen CT Datasets
  Bohyoung Kim, Kyoung Ho Lee, Kil Joong Kim, Rafał Mantiuk, Hye-ri Kim, and Young Hoon Kim.
  In: American Journal of Roentgenology, 190, pp. W342-W350, 2008
  (doi)
• Prediction of Perceptible Artifacts in JPEG2000-compressed Chest CT Images using Mathematical and Perceptual Quality Metrics
  Bohyoung Kim, Kyoung Ho Lee, Kil Joong Kim, Rafał Mantiuk, Seokyung Hahn, Tae Jung Kim and Young Hoon Kim.
  In: American Journal of Roentgenology, 190(2), pp. 328-334, 2008
  (doi)
• Prediction of Perceptible Artifacts in JPEG2000 Compressed Abdomen CT Images Using a Perceptual Image Quality Metric
  Bohyoung Kim, Kyoung Ho Lee, Kil Joong Kim, Rafał Mantiuk, Vasundhara Bajpai, Tae Jung Kim and Young Hoon Kim, Chang Jin Yoon, Seokyung Hahn.
  In: Academic Radiology, 15(3), pp. 314-325, 2008
  (doi)
• High-Fidelity Imaging: the computational models of the human visual system in high dynamic range video compression, visible difference prediction and image processing
  Rafał Mantiuk.
  In: PhD. Thesis, Saarland University, 2006
  (publication link)
• Predicting Visible Differences in High Dynamic Range Images - Model and its Calibration
  Rafał Mantiuk, Scott Daly, Karol Myszkowski, Hans-Peter Seidel.
  In: Proc. of Human Vision and Electronic Imaging X, IS&T/SPIE's Symposium on Electronic Imaging, pp. 204-214, 2005
  (doi) (PDF) (errata)
• Visible Difference Predicator for High Dynamic Range Images
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: Proc. of IEEE International Conference on Systems, Man and Cybernetics, pp. 2763-2769, 2004
  

Tone mapping

• Suprathreshold contrast matching between different luminance levels
  Maliha Ashraf, Rafał K. Mantiuk, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC30), 2022
  [Best Paper Award]
  (doi) (PDF)
• Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping
  Aamir Mustafa, Param Hanji and Rafał K. Mantiuk.
  In: The 19th ACM SIGGRAPH European Conference on Visual Media Production (CVMP), 2022
  [Best Paper Award]
  (doi) (project page) (PDF)
• A Comparative Study on the Loss Functions for Image Enhancement Networks
  Aamir Mustafa, Hongjie You, Rafał K. Mantiuk.
  In: London Imaging Meeting (2022), 2022
  [Best Paper Award]
  (doi) (PDF)
• DiCE: Dichoptic Contrast Enhancement for VR and Stereo Displays
  Fangcheng Zhong, George Alex Koulieris, George Drettakis, Martin S. Banks, Mathieu Chambe, Fredo Durand, Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2019), 38(6), article no. 211, 2019
  (doi) (project page) (PDF)
• Naturally glossy: Gloss perception, illumination statistics, and tone mapping
  Wendy J. Adams, Gizem Kucukoglu, Michael S. Landy, Rafał K. Mantiuk.
  In: Journal of Vision, 18, article no. 4, 2018
  (doi)
• Temporal Resolution Multiplexing Display Systems
  Gyorgy Denes and Rafał Mantiuk.
  In: WO 2019/166795 A1, 2018
  
• HDR image reconstruction from a single exposure using deep CNNs
  Gabriel Eilertsen, Joel Kronander, Gyorgy Denes, Rafał K. Mantiuk, Jonas Unger.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2017), 36(6), article no. 178, 2017
  (doi) (project page) (PDF)
• A comparative review of tone-mapping algorithms for high dynamic range video
  Gabriel Eilertsen, Rafal K. Mantiuk, Jonas Unger.
  In: Computer Graphics Forum, 36(2), pp. 565-592, 2017
  (doi) (PDF)
• System and method for real-time tone-mapping
  Jonas Unger, Gabriel Eilertsen and Rafal Mantiuk.
  In: WO2017035661A1, 2016
  
• Real-time noise-aware tone-mapping and its use in luminance retargeting
  Gabriel Eilertsen, Rafał K. Mantiuk and Jonas Unger.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'16), pp. 894-898, 2016
  (doi) (PDF)
• A model of local adaptation
  Peter Vangorp, Karol Myszkowski, Erich W. Graf, Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2015), 34(6), article no. 166, 2015
  (doi) (project page) (PDF)
• Real-time noise-aware tone mapping
  Gabriel Eilertsen, Rafał K. Mantiuk and Jonas Unger.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2015), 34(6), article no. 198, 2015
  (doi) (project page) (PDF)
• Simulating and compensating changes in appearance between day and night vision
  Robert Wanat and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2014), 33(4), article no. 147, 2014
  (doi) (project page) (PDF)
• Improvements in and relating to the display of images
  Rafal Mantiuk and Robert Wanat.
  In: EP3155586A2, 2014
  
• Evaluation of tone-mapping operators for HDR-video
  Gabriel Eilertsen, Robert Wanat, Rafał K. Mantiuk and Jonas Unger.
  In: Computer Graphics Forum (proc. of Pacific Graphics), 32(7), pp. 275-284, 2013
  (doi) (project page) (PDF)
• Survey and Evaluation of Tone Mapping Operators for HDR Video
  Gabriel Eilertsen, Jonas Unger, Robert Wanat and Rafał Mantiuk.
  In: SIGGRAPH'13 Talks, 2013
  (PDF)
• Cluster-based Color Space Optimizations
  Cheryl Lau, Wolfgang Heidrich and Rafał Mantiuk.
  In: Proceedings of International Conference on Computer Vision (ICCV'09), pp. 1172-1179, 2011
  (doi) (project page)
• The Role of Contrast in the Perceived Depth of Monocular Imagery
  Allan G. Rempel, Wolfgang Heidrich and Rafał Mantiuk.
  In: Poster at ACM APGV and UBC Tech Report TR-2011-07, 2011
  (project page) (PDF)
• Color Correction for Tone Mapping
  Radosław Mantiuk, Rafał Mantiuk, Anna Tomaszewska, Wolfgang Heidrich.
  In: Computer Graphics Forum (Proc. of EUROGRAPHICS'09), 28(2), pp. 193-202, 2009
  (doi) (project page) (PDF)
• Visualizing High Dynamic Range Images in a Web Browser
  Rafał Mantiuk and Wolfgang Heidrich.
  In: Journal of Graphics Tools, 14(1), pp. 43-53, 2009
  (project page) (PDF)
• Display Adaptive Tone Mapping
  Rafał Mantiuk, Scott Daly, Louis Kerofsky.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH'08), 27(3), article no. 68, 2008
  (doi) (project page) (PDF) (errata)
• Enhancement of Bright Video Features for HDR Displays
  Piotr Didyk, Rafał Mantiuk, Matthias Hein and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of EGSR'08), 27(4), pp. 1265--1274, 2008
  (doi) (project page)
• Modeling a Generic Tone-Mapping Operator
  Rafał Mantiuk and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of EUROGRAPHICS'08), 27(2), pp. 699-708, 2008
  (doi) (project page) (PDF)
• Apparatus and Method for Rendering High Dynamic Range Images for Standard Dynamic Range Display
  Rafał Mantiuk and Scott Daly.
  In: US application no. 20090027558, 2007
  
• Brightness Adjustment for HDR and Tone Mapped Images
  Grzegorz Krawczyk, Rafał Mantiuk, Dorota Zdrojewska and Hans-Peter Seidel.
  In: Proc. of 15th Pacific Conference on Computer Graphics and Applications, pp. 373-381, 2007
  (publication link)
• Analysis of Reproducing Real-World Appearance on Displays of Varying Dynamic Range
  Akiko Yoshida, Rafał Mantiuk, Karol Myszkowski, and Hans-Peter Seidel.
  In: Computer Graphics Forum (Proc. of Eurographics'06), 25(3), pp. 415-426, 2006
  (doi) (project page) (PDF)
• A Perceptual Framework for Contrast Processing of High Dynamic Range Images (revised and extended)
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: ACM Transactions on Applied Perception, 3(3), pp. 286-308, 2006
  (doi) (project page) (PDF)
• High-Fidelity Imaging: the computational models of the human visual system in high dynamic range video compression, visible difference prediction and image processing
  Rafał Mantiuk.
  In: PhD. Thesis, Saarland University, 2006
  (publication link)
• A Perceptual Framework for Contrast Processing of High Dynamic Range Images
  Rafał Mantiuk, Karol Myszkowski, Hans-Peter Seidel.
  In: Proc. of Second Symposium on Applied Perception in Graphics and Visualization, pp. 87-94, 2005
  

General High Dynamic Range

• Perceptual Assessment and Optimization of HDR Image Rendering
  Peibei Cao, Rafał K. Mantiuk, Kede Ma.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), 2024
  
• Comparison of single image HDR reconstruction methods — the caveats of quality assessment
  Param Hanji, Rafał K. Mantiuk, Gabriel Eilertsen, Saghi Hajisharif, Jonas Unger.
  In: Proc. of SIGGRAPH 2022, 2022
  (doi) (project page) (dataset) (PDF) (code)
• Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping
  Aamir Mustafa, Param Hanji and Rafał K. Mantiuk.
  In: The 19th ACM SIGGRAPH European Conference on Visual Media Production (CVMP), 2022
  [Best Paper Award]
  (doi) (project page) (PDF)
• How to cheat with metrics in single-image HDR reconstruction
  Gabriel Eilertsen, Saghi Hajisharif, Param Hanji, Apostolia Tsirikoglou1, Rafał K. Mantiuk, Jonas Unger.
  In: Learning for Computational Imaging (LCI) Workshop (ICCV workshop), 2021
  (doi) (PDF)
• HDR4CV: High dynamic range dataset with adversarial illuminationfor testing computer vision methods
  Param Hanji, Muhammad Z. Alam, Nicola Giuliani, Hu Chen, and Rafał K. Mantiuk.
  In: Journal of Imaging Science & Technology, 65(4), pp. 40404-1-40404-11(11), 2021
  (doi) (project page) (dataset) (PDF)
• Practical color contrast sensitivity functions for luminance levels up to 10000 cd/m^2
  Rafał K. Mantiuk, Minjung Kim, Maliha Ashraf, Qiang Xu, M. Ronnier Luo, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC28), 2020
  [Best Paper Award]
  (doi) (PDF) (code)
• Perceptually motivated model for predicting banding artefacts in high-dynamic range images
  Minjung Kim, Maryam Azimi and Rafał K. Mantiuk.
  In: Color Imaging Conference (CIC28), 2020
  (doi) (PDF)
• Demonstrating a multi-primary high dynamicrange display system for vision experiments
  Allie Hexley, Ali Yontem, Manuel Spitschan, Hannah Smithson, and Rafal Mantiuk.
  In: Journal of the Optical Society of America A, 37(4), pp. A271-A284, 2020
  [the best paper published in the Journal by an emerging researcher in 2020]
  (doi) (PDF)
• Noise-aware merging of high dynamic range image stacks without camera calibration
  Param Hanji, Fangcheng Zhong, Rafał K. Mantiuk.
  In: Advances in Image Manipulation (ECCV workshop), 2020
  (project page) (PDF) (code)
• HDR image reconstruction from a single exposure using deep CNNs
  Gabriel Eilertsen, Joel Kronander, Gyorgy Denes, Rafał K. Mantiuk, Jonas Unger.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2017), 36(6), article no. 178, 2017
  (doi) (project page) (PDF)
• High Dynamic Range Imaging Technology [Lecture Notes]
  Alessandro Artusi, Thomas Richter, Touradj Ebrahimi, Rafał K. Mantiuk.
  In: IEEE Signal Processing Magazine, 34(5), pp. 165-172, 2017
  (doi) (PDF)
• Assessment of multi-exposure HDR image deghosting methods
  Kanita Karađuzović-Hadžiabdić, Jasminka Hasić Telalovića, Rafał K. Mantiuk.
  In: Computers & Graphics, 63, pp. 1-17, 2017
  (doi) (dataset) (PDF)
• High Dynamic Range Video – From Acquisition to Display and Applications
  In: Elsevier, 2016
  Frederic Dufaux, Patrick Le Callet, Rafał K. Mantiuk and Marta Mrak (ed.)
  (project page)
• A model of local adaptation
  Peter Vangorp, Karol Myszkowski, Erich W. Graf, Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2015), 34(6), article no. 166, 2015
  (doi) (project page) (PDF)
• High dynamic range imaging
  Rafal K. Mantiuk, Karol Myszkowski and Hans-Peter Sidel.
  In: Wiley Encyclopedia of Electrical and Electronics Engineering. Wiley, 2015
  (publication link) (PDF)
• Evaluation of color encodings for high dynamic range pixels
  Ronan Boitard and Rafal K. Mantiuk.
  In: Proc. of Human Vision and Electronic Imaging, IS&T/SPIE's Symposium on Electronic Imaging, 93941K, 2015
  (doi) (PDF)
• Depth from HDR: Depth Induction or Increased Realism?
  Peter Vangorp, Rafał K. Mantiuk, Bartosz Bazyluk, Karol Myszkowski, Radosław Mantiuk, Simon J. Watt and Hans-Peter Seidel.
  In: Proc. of ACM Symposium on Applied Perception, pp. 71-78, 2014
  (doi) (PDF)
• Colorimetric calibration of high dynamic range images with a ColorChecker chart
  Delvin Varghese, Robert Wanat and Rafał K. Mantiuk.
  In: HDRi - International Conference and SME Workshop on HDR imaging, article no. 4, 2014
  (PDF)
• Expert evaluation of deghosting algorithms for multi-exposure high dynamic range imaging
  Kanita Karaduzovic-Hadziabdic, Jasminka Hasic-Telalovic and Rafał K. Mantiuk.
  In: HDRi - International Conference and SME Workshop on HDR imaging, article no. 3, 2014
  (PDF)
• Comparison of deghosting algorithms for multi-exposure high dynamic range imaging
  Kanita K. Hadziabdic, Jasminka H. Telalovic, Rafał K. Mantiuk.
  In: Proc. of Spring Conference on Computer Graphics, 2013
  (project page) (PDF)
• Glare encoding of high dynamic range images
  Mushfiqur Rouf, Rafał Mantiuk, Wolfgang Heidrich, Matthew Trentacoste, and Cheryl Lau.
  In: Proc. IEEE Computer Vision and Pattern Recognition (CVPR) (accepted for oral presentation), pp. 289-296, 2011
  (doi) (project page)
• The Role of Contrast in the Perceived Depth of Monocular Imagery
  Allan G. Rempel, Wolfgang Heidrich and Rafał Mantiuk.
  In: Poster at ACM APGV and UBC Tech Report TR-2011-07, 2011
  (project page) (PDF)
• Defocus techniques for camera dynamic range expansion
  Matthew Trentacoste, Cheryl Lau, Mushfiqur Rouf, Rafał Mantiuk and Wolfgang Heidrich.
  In: Proc. of Human Vision and Electronic Imaging XXI, IS&T/SPIE's Symposium on Electronic Imaging, article no. 7537-16, 2010
  (doi) (PDF)
• High Dynamic Range Imaging Pipeline: Perception-motivated Representation of Visual Content
  Rafał Mantiuk, Grzegorz Krawczyk, Radosław Mantiuk and Hans-Peter Seidel.
  In: Proc. of Human Vision and Electronic Imaging XII, IS&T/SPIE's Symposium on Electronic Imaging, 6492, article no. 649212, 2007
  (PDF)
• High Dynamic Range Imaging: Towards the Limits of the Human Visual Perception (Heinz Billing Award '06)
  Rafał Mantiuk.
  In: Forschung und wissenschaftliches Rechnen, 72, pp. 11-27, 2006
  (publication link)
• High-Fidelity Imaging: the computational models of the human visual system in high dynamic range video compression, visible difference prediction and image processing
  Rafał Mantiuk.
  In: PhD. Thesis, Saarland University, 2006
  (publication link)

Rendering

• Multiresolution Mesh Rendering Engine - Practicalities and Performance
  Maxwell W. Pettett and Rafał K. Mantiuk.
  In: The Central European Seminar on Computer Graphics (CESCG 2024), 2024
  (PDF)
• Neural partitioning pyramids for denoising Monte Carlo renderings
  Martin Balint, Krzysztof Wolski, Karol Myszkowski, Hans-Peter Seidel and Rafal Mantiuk.
  In: Proc. of SIGGRAPH 2023, 2023
  (doi) (project page) (PDF)
• Dark Stereo: Improving Depth Perception Under Low Luminance
  Krzysztof Wolski, Fangcheng Zhong, Karol Myszkowski and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2022), 41(4), article no. 146, 2022
  (doi) (project page) (dataset) (PDF) (code)
• Perceptual model for adaptive local shading and refresh rate
  Akshay Jindal, Krzysztof Wolski, Karol Myszkowski and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2021), 40(6), 2021
  (doi) (project page) (PDF) (code)
• A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution
  Gyorgy Denes, Akshay Jindal, Aliaksei Mikhailiuk and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH 2020), 39(4), article no. 133, 2020
  (doi) (project page) (PDF) (code)
• Temporal Resolution Multiplexing: Exploiting the limitations of spatio-temporal vision for more efficient VR rendering
  Gyorgy Denes, Kuba Maruszczyk, George Ash, Rafał K. Mantiuk.
  In: IEEE Transactions on Visualization and Computer Graphics, 25(5), pp. 2072-2082, 2019
  [Best IEEE VR Journal Paper Award]
  (doi) (project page) (PDF)
• Closed Form Transmittance in Heterogeneous Media Using Cosine Noise
  Martin Balint and Rafał K. Mantiuk.
  In: The 23rd Central European Seminar on Computer Graphics (CESCG 2019), 2019
  [Best Paper Award]
  (PDF)
• Improving Quality of Anti-Aliasing in Virtual Reality
  Kuba Maruszczyk, Gyorgy Denes, Rafał K. Mantiuk.
  In: The Computer Graphics & Visual Computing Congerence, Posters, (best poster award), 2018
  [Best Poster Award]
  (PDF)
• Exploiting the limitations of spatio-temporal vision for more efficient VR rendering
  Gyorgy Denes, Kuba Maruszczyk, Rafał K. Mantiuk.
  In: SIGGRAPH '18 ACM SIGGRAPH 2018 Posters, 2018
  (doi) (PDF)
• Analysis of Reported Error in Monte Carlo Rendered Images
  Joss Whittle, Mark W. Jones and Rafal Mantiuk.
  In: The Visual Computer, 33(6), pp. 705-713, 2017
  (doi) (PDF)
• Cube-Map Data Structure For Interactive Global Illumination Computation in Dynamic Diffuse Environments
  Rafał Mantiuk, Sumanta Pattanaik, Karol Myszkowski.
  In: Proc. of International Conference on Computer Vision and Graphics, pp. 530-538, 2002
  (PDF)

Computational photography

• Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views
  Hanxue Liang, Tianhao Wu, Param Hanji, Francesco Banterle, Hongyun Gao, Rafał K. Mantiuk, Cengiz Oztireli.
  In: Computer Graphics Forum (Proc. of Eurographics), 2024
  (project page) (PDF)
• Comparison of single image HDR reconstruction methods — the caveats of quality assessment
  Param Hanji, Rafał K. Mantiuk, Gabriel Eilertsen, Saghi Hajisharif, Jonas Unger.
  In: Proc. of SIGGRAPH 2022, 2022
  (doi) (project page) (dataset) (PDF) (code)
• A Comparative Study on the Loss Functions for Image Enhancement Networks
  Aamir Mustafa, Hongjie You, Rafał K. Mantiuk.
  In: London Imaging Meeting (2022), 2022
  [Best Paper Award]
  (doi) (PDF)
• Comparison of regression methods and neural networks for colour correction
  Abdullah Kucuk, Graham D. Finlayson, Rafał K. Mantiuk, Maliha Ashraf.
  In: London Imaging Meeting (2022), 2022
  (doi) (PDF)
• How to cheat with metrics in single-image HDR reconstruction
  Gabriel Eilertsen, Saghi Hajisharif, Param Hanji, Apostolia Tsirikoglou1, Rafał K. Mantiuk, Jonas Unger.
  In: Learning for Computational Imaging (LCI) Workshop (ICCV workshop), 2021
  (doi) (PDF)
• Transformation Consistency Regularization - A Semi Supervised Paradigm for Image to Image Translation
  Aamir Mustafa and Rafał K. Mantiuk.
  In: Proc. European Conference on Computer Vision (ECCV), 2020
  (doi) (project page) (PDF) (code)
• Noise-aware merging of high dynamic range image stacks without camera calibration
  Param Hanji, Fangcheng Zhong, Rafał K. Mantiuk.
  In: Advances in Image Manipulation (ECCV workshop), 2020
  (project page) (PDF) (code)
• A benchmark of light field view interpolation
  Dingcheng Yue, Muhammad Shahzeb Khan Gul, Joachim Keinert, Michel Bätz and Rafał K. Mantiuk.
  In: The 1st ICME Workshop on Hyper-Realistic Multimedia for Enhanced Quality of Experience, in print, 2020
  (doi) (project page) (dataset) (PDF)
• Assessment of multi-exposure HDR image deghosting methods
  Kanita Karađuzović-Hadžiabdić, Jasminka Hasić Telalovića, Rafał K. Mantiuk.
  In: Computers & Graphics, 63, pp. 1-17, 2017
  (doi) (dataset) (PDF)
• Subjective and Objective Evaluation of Multi-exposure High Dynamic Range Image Deghosting Methods
  Kanita Karaduzovic-Hadziabdic, Jasminka H. Telalovic, and Rafal K. Mantiuk.
  In: Eurographics Short Papers, 2016
  (doi) (project page) (PDF)
• Colorimetric calibration of high dynamic range images with a ColorChecker chart
  Delvin Varghese, Robert Wanat and Rafał K. Mantiuk.
  In: HDRi - International Conference and SME Workshop on HDR imaging, article no. 4, 2014
  (PDF)
• Expert evaluation of deghosting algorithms for multi-exposure high dynamic range imaging
  Kanita Karaduzovic-Hadziabdic, Jasminka Hasic-Telalovic and Rafał K. Mantiuk.
  In: HDRi - International Conference and SME Workshop on HDR imaging, article no. 3, 2014
  (PDF)
• Measurements of achromatic and chromatic contrast sensitivity functions for an extended range of adaptation luminance
  Kil Joong Kim, Rafał Mantiuk, Kyoung Ho Lee.
  In: Proc. of Human Vision and Electronic Imaging XVIII, IS&T/SPIE's Symposium on Electronic Imaging, article no. 8651-47, 2013
  (doi) (PDF)
• Comparison of deghosting algorithms for multi-exposure high dynamic range imaging
  Kanita K. Hadziabdic, Jasminka H. Telalovic, Rafał K. Mantiuk.
  In: Proc. of Spring Conference on Computer Graphics, 2013
  (project page) (PDF)
• Unsharp Masking, Countershading and Halos: Enhancements or Artifacts?
  Matthew Trentacoste, Rafał Mantiuk, Wolfgang Heidrich and Florian Dufrot.
  In: Computer Graphics Forum (Proc. of Eurographics'12), 31(2), pp. 555-564, 2012
  (doi) (project page) (PDF)
• Glare encoding of high dynamic range images
  Mushfiqur Rouf, Rafał Mantiuk, Wolfgang Heidrich, Matthew Trentacoste, and Cheryl Lau.
  In: Proc. IEEE Computer Vision and Pattern Recognition (CVPR) (accepted for oral presentation), pp. 289-296, 2011
  (doi) (project page)
• Blur-aware image downsampling
  Matthew Trentacoste, Rafał Mantiuk and Wolfgang Heidrich.
  In: Computer Graphics Forum (Proc. of Eurographics'11), 30(2), pp. 573-582, 2011
  (doi) (project page)

Eye tracking

• Gaze-driven Object Tracking for Real Time Rendering
  Radosław Mantiuk, Bartosz Bazyluk, and Rafał K. Mantiuk.
  In: Computer Graphics Forum (Proc. of Eurographics), 32(2pt2), pp. 163-173, 2013
  (doi) (project page) (PDF)
• System and method for probabilistic object tracking over time
  Radoslaw Mantiuk, Bartosz Bazyluk and Rafał Mantiuk.
  In: WO2014178005A1, 2013
  

Perception of depth and realism

• Impact of focus cue presentation on perceived realism of 3-D scene structure: implications for scene perception and for display technology
  Joseph March, Anantha Krishnan, Rafał K. Mantiuk and Simon J. Watt.
  In: Journal of Vision, 24, article no. 13, 2024
  (doi) (project page)
• The effect of display capabilities on the gloss consistency between real and virtual objects
  Bin Chen, Akshay Jindal, Michal Piovarči, Chao Wang, Hans-Peter Seidel, Piotr Didyk, Karol Myszkowski, Ana Serrano and Rafał K. Mantiuk.
  In: Proc. of SIGGRAPH Asia 2023, 2023
  (doi) (project page) (PDF)
• Impact of correct and simulated focus cues on perceived realism
  Josepth March, Anantha Krishnan, Simon J. Watt, Marek Wernikowski, Hongyun Gao, Ali Özgür Yöntem and Rafał K. Mantiuk.
  In: Proc. of SIGGRAPH Asia 2022, article no. 22, 2022
  (doi) (project page) (PDF)
• Reproducing reality with a high-dynamic-range multi-focal stereo display
  Fangcheng Zhong, Akshay Jindal, Ali Özgür Yöntem, Param Hanji, Simon J. Watt and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics (Proc. of SIGGRAPH Asia 2021), 40(6), 2021
  (doi) (project page) (PDF)
• Depth from HDR: Depth Induction or Increased Realism?
  Peter Vangorp, Rafał K. Mantiuk, Bartosz Bazyluk, Karol Myszkowski, Radosław Mantiuk, Simon J. Watt and Hans-Peter Seidel.
  In: Proc. of ACM Symposium on Applied Perception, pp. 71-78, 2014
  (doi) (PDF)
• Evaluation of monocular depth cues on a high-dynamic-range display for visualisation
  Haider K. Easa, Rafał K. Mantiuk and Ik Soo Lim.
  In: ACM Transactions on Applied Perception, 10(3), article no. 16, 2013
  (doi) (PDF)

Applied machine learning

• Neural partitioning pyramids for denoising Monte Carlo renderings
  Martin Balint, Krzysztof Wolski, Karol Myszkowski, Hans-Peter Seidel and Rafal Mantiuk.
  In: Proc. of SIGGRAPH 2023, 2023
  (doi) (project page) (PDF)
• Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping
  Aamir Mustafa, Param Hanji and Rafał K. Mantiuk.
  In: The 19th ACM SIGGRAPH European Conference on Visual Media Production (CVMP), 2022
  [Best Paper Award]
  (doi) (project page) (PDF)
• Training a Task Specific Image Reconstruction Loss
  Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk.
  In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 21-30, 2022
  (doi) (project page) (PDF) (code)
• A Comparative Study on the Loss Functions for Image Enhancement Networks
  Aamir Mustafa, Hongjie You, Rafał K. Mantiuk.
  In: London Imaging Meeting (2022), 2022
  [Best Paper Award]
  (doi) (PDF)
• Active sampling for pairwise comparisons via approximate message passing and information gain maximization
  Aliaksei Mikhailiuk, Clifford Wilmot, Maria Perez-Ortiz, Dingcheng Yue, Rafał K. Mantiuk.
  In: International Conference on Patter Recognition (ICPR), pp. 2559-2566, 2020
  [Best Student Paper Award]
  (doi) (PDF) (code)
• Transformation Consistency Regularization - A Semi Supervised Paradigm for Image to Image Translation
  Aamir Mustafa and Rafał K. Mantiuk.
  In: Proc. European Conference on Computer Vision (ECCV), 2020
  (doi) (project page) (PDF) (code)
• Single-frame Regularization for Temporally Stable CNNs
  Gabriel Eilertsen, Rafał K. Mantiuk, Jonas Unger.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), 2019
  (doi) (project page) (PDF)
• Predicting visible image differences under varying display brightness and viewing distance
  Nanyang Ye, Krzysztof Wolski, Rafał K. Mantiuk.
  In: Proc. Computer Vision and Pattern Recognition (CVPR), pp. 5434-5442, 2019
  (doi) (project page) (dataset) (PDF) (code)
• Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets
  María Pérez-Ortiz, P. Tiňo, Rafał K. Mantiuk and C. Hervás-Martı́nez.
  In: AAAI Conference on Artificial Intelligence (AAAI-19), 2019
  (PDF)
• Dataset and metrics for predicting local visible differences
  Krzysztof Wolski, Daniele Giunchi, Nanyang Ye, Piotr Didyk, Karol Myszkowski, Radosław Mantiuk, Hans-Peter Seidel, Anthony Steed and Rafał K. Mantiuk.
  In: ACM Transactions on Graphics, 37(5), article no. 172, 2018
  (doi) (project page) (dataset) (PDF) (code)
• Psychometric scaling of TID2013 dataset
  Aliaksei Mikhailiuk, María Pérez-Ortiz and Rafal mantiuk.
  In: International Conference on Quality of Multimedia Experience (QoMEX 2018), 2018
  (doi) (dataset) (PDF)
• Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation
  Jing Li, Rafał K. Mantiuk and Junle Wang.
  In: Proc. of Neural Information Processing Systems (NIPS), 2018
  (project page) (PDF)
• Trained perceptual transform for quality assessment of high dynamic range images and video
  Nanyang Ye, María Pérez-Ortiz, Rafał K. Mantiuk.
  In: Proc. of IEEE International Conference on Image Processing (ICIP'18), 2018
  (doi) (PDF)
• A practical guide and software for analysing pairwise comparison experiments
  María Pérez-Ortiz and Rafal K. Mantiuk.
  In: arXiv pre-print arXiv:2304.13625, 2017
  (project page) (PDF)
• Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
  Nanyang Ye, Zhanxing Zhu, Rafał K. Mantiuk.
  In: Proc. of Neural Information Processing Systems (NIPS), pp. 618-626, 2017
  (project page)

Colour

• castleCSF — A Contrast Sensitivity Function of Color, Area, Spatio-Temporal frequency, Luminance and Eccentricity
  Maliha Ashraf, Rafał K. Mantiuk, Alexandre Chapiro and Sophie Wuerger.
  In: Journal of Vision, 24, article no. 5, 2024
  (doi) (project page) (dataset) (PDF) (code)
• Modeling contrast sensitivity of discs
  Maliha Ashraf, Rafał K. Mantiuk and Alexandre Chapiro.
  In: Human Vision and Electronic Imaging, 2023
  (doi) (PDF)
• Suprathreshold contrast matching between different luminance levels
  Maliha Ashraf, Rafał K. Mantiuk, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC30), 2022
  [Best Paper Award]
  (doi) (PDF)
• Comparison of regression methods and neural networks for colour correction
  Abdullah Kucuk, Graham D. Finlayson, Rafał K. Mantiuk, Maliha Ashraf.
  In: London Imaging Meeting (2022), 2022
  (doi) (PDF)
• Colour difference formula for photopic and mesopic vision incorporating cone and rod responses
  Maliha Ashraf, Rafał K. Mantiuk, Graham D. Finlayson, Abdullah Kucuk, Sophie Wuerger.
  In: London Imaging Meeting (2022), 2022
  (doi) (PDF)
• Color Threshold Functions: Application of Contrast Sensitivity Functions in Standard and High Dynamic Range Color Spaces
  Minjung Kim, Maryam Azimi, and Rafał K. Mantiuk.
  In: Human Vision and Electronic Imaging, 2021
  (doi) (PDF)
• Practical color contrast sensitivity functions for luminance levels up to 10000 cd/m^2
  Rafał K. Mantiuk, Minjung Kim, Maliha Ashraf, Qiang Xu, M. Ronnier Luo, Jasna Martinovic and Sophie Wuerger.
  In: Color Imaging Conference (CIC28), 2020
  [Best Paper Award]
  (doi) (PDF) (code)
• Spatio-chromatic contrast sensitivity across the lifespan: interactions between age and light level in high dynamic range
  Maliha Ashraf, Sophie Wuerger, Minjung Kim, Jasna Martinovic, and Rafał K. Mantiuk.
  In: Color Imaging Conference (CIC28), 2020
  (doi) (PDF)
• Perceptually motivated model for predicting banding artefacts in high-dynamic range images
  Minjung Kim, Maryam Azimi and Rafał K. Mantiuk.
  In: Color Imaging Conference (CIC28), 2020
  (doi) (PDF)
• Demonstrating a multi-primary high dynamicrange display system for vision experiments
  Allie Hexley, Ali Yontem, Manuel Spitschan, Hannah Smithson, and Rafal Mantiuk.
  In: Journal of the Optical Society of America A, 37(4), pp. A271-A284, 2020
  [the best paper published in the Journal by an emerging researcher in 2020]
  (doi) (PDF)
• Contrast Sensitivity Functions for HDR Displays
  Minjung Kim, Maliha Ashraf, Maria Pérez-Ortiz, Jasna Martinovic, Sophie Wuerger and Rafał K. Mantiuk.
  In: London Imaging Meeting (2020), pp. 44-48, 2020
  (doi) (PDF)
• Perceptual Image Quality Assessment for Various Viewing Conditions and Display Systems
  Andrei Chubarau, Tara Akhavan, Hyunjin Yoo, Rafał K. Mantiuk and James Clark.
  In: Human Vision and Electronic Imaging, pp. 067-1-067-9(9), 2020
  (doi) (PDF)
• Color Correction for Tone Mapping
  Radosław Mantiuk, Rafał Mantiuk, Anna Tomaszewska, Wolfgang Heidrich.
  In: Computer Graphics Forum (Proc. of EUROGRAPHICS'09), 28(2), pp. 193-202, 2009
  (doi) (project page) (PDF)

---