Rafal Mantiuk

Orcid: 0000-0003-2353-0349

Affiliations:
  • University of Cambridge, UK
  • Max Planck Institute for Informatics, Saarbrücken, Germany (former)


According to our database1, Rafal Mantiuk authored at least 150 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
ColorVideoVDP: A visual difference predictor for image, video and display distortions.
CoRR, 2024

2023
Robust Estimation of Exposure Ratios in Multi-Exposure Image Stacks.
IEEE Trans. Computational Imaging, 2023

Performance Comparison of Classical Methods and Neural Networks for Colour Correction.
J. Imaging, 2023

Training Neural Networks on RAW and HDR Images for Restoration Tasks.
CoRR, 2023

Hypernetworks for Generalizable BRDF Estimation.
CoRR, 2023

Stereoscopic Depth Perception Through Foliage.
CoRR, 2023

Perceptual Assessment and Optimization of High Dynamic Range Image Rendering.
CoRR, 2023

HDR-VDP-3: A multi-metric for predicting image differences, quality and contrast distortions in high dynamic range and regular content.
CoRR, 2023

Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views.
CoRR, 2023

The effect of display capabilities on the gloss consistency between real and virtual objects.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Neural Partitioning Pyramids for Denoising Monte Carlo Renderings.
Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

Comparison of Metrics for Predicting Image and Video Quality at Varying Viewing Distances.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Critical flicker frequency (CFF) at high luminance levels.
Proceedings of the Human Vision and Electronic Imaging 2023, 2023

Modelling contrast sensitivity of discs.
Proceedings of the Human Vision and Electronic Imaging 2023, 2023

2022
Dark stereo: improving depth perception under low luminance.
ACM Trans. Graph., 2022

stelaCSF: a unified model of contrast sensitivity as the function of spatio-temporal frequency, eccentricity, luminance and area.
ACM Trans. Graph., 2022

Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality.
IEEE Trans. Multim., 2022

Disentangling Domain and Content.
CoRR, 2022

Training a Task-Specific Image Reconstruction Loss.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Impact of correct and simulated focus cues on perceived realism.
Proceedings of the SIGGRAPH Asia 2022 Conference Papers, 2022

Optimizing vision and visuals: lectures on cameras, displays and perception.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Courses, Vancouver, British Columbia, Canada, August 7, 2022

Comparison of single image HDR reconstruction methods - the caveats of quality assessment.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

How bright should a virtual object be to appear opaque in optical see-through AR?
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2022

A Study of Spatial Chromatic Contrast Sensitivity based on Different Colour Background.
Proceedings of the 30th Color and Imaging Conference, 2022

An Exposure Invariant Neural Network for Colour Correction.
Proceedings of the 30th Color and Imaging Conference, 2022

Suprathreshold Contrast Matching between Different Luminance Levels.
Proceedings of the 30th Color and Imaging Conference, 2022

Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping.
Proceedings of the European Conference on Visual Media Production, 2022

2021
Reproducing reality with a high-dynamic-range multi-focal stereo display.
ACM Trans. Graph., 2021

FovVideoVDP: a visible difference predictor for wide field-of-view video.
ACM Trans. Graph., 2021

Perceptual model for adaptive local shading and refresh rate.
ACM Trans. Graph., 2021

Training a Better Loss Function for Image Restoration.
CoRR, 2021

PU21: A novel perceptually uniform encoding for adapting existing quality metrics for HDR.
Proceedings of the Picture Coding Symposium, 2021

How to cheat with metrics in single-image HDR reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

The effect of display brightness and viewing distance: a dataset for visually lossless image compression.
Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

Color Threshold Functions: Application of Contrast Sensitivity Functions in Standard and High Dynamic Range Color Spaces.
Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

2020
A perceptual model of motion quality for rendering with adaptive refresh-rate and resolution.
ACM Trans. Graph., 2020

From Pairwise Comparisons and Rating to a Unified Quality Scale.
IEEE Trans. Image Process., 2020

Perceptual Image Quality Assessment for Various Viewing Conditions and Display Systems.
Proceedings of the Image Quality and System Performance XVII, Electronic Imaging 2020, 2020

Are Spatial Chromatic Contrast Sensitivity Band-pass or Lowpass Functions?
Proceedings of the 28th Color and Imaging Conference, 2020

Practical Color Contrast Sensitivity Functions for Luminance Levels up to 10000 cd/m2.
Proceedings of the 28th Color and Imaging Conference, 2020

Perceptually motivated model for predicting banding artefacts in high-dynamic range images.
Proceedings of the 28th Color and Imaging Conference, 2020

Spatio-chromatic contrast sensitivity across the lifespan: interactions between age and light level in high dynamic range.
Proceedings of the 28th Color and Imaging Conference, 2020

Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Benchmark of Light Field View Interpolation Methods.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Predicting visible flicker in temporally changing images.
Proceedings of the Human Vision and Electronic Imaging 2020, 2020

Transformation Consistency Regularization - A Semi-supervised Paradigm for Image-to-Image Translation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Noise-Aware Merging of High Dynamic Range Image Stacks Without Camera Calibration.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Temporal Resolution Multiplexing: Exploiting the limitations of spatio-temporal vision for more efficient VR rendering.
IEEE Trans. Vis. Comput. Graph., 2019

DiCE: dichoptic contrast enhancement for VR and stereo displays.
ACM Trans. Graph., 2019

Overview and evaluation of the JPEG XT HDR image compression standard.
J. Real Time Image Process., 2019

Selecting texture resolution using a task-specific visibility metric.
Comput. Graph. Forum, 2019

Near-Eye Display and Tracking Technologies for Virtual and Augmented Reality.
Comput. Graph. Forum, 2019

DiCE: dichoptic contrast enhancement for binocular displays.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Visibility Metric for Visually Lossless Image Compression.
Proceedings of the Picture Coding Symposium, 2019

A visual model for predicting chromatic banding artifacts.
Proceedings of the Human Vision and Electronic Imaging 2019, 2019

Predicting Visible Image Differences Under Varying Display Brightness and Viewing Distance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Single-Frame Regularization for Temporally Stable CNNs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Dataset and Metrics for Predicting Local Visible Differences.
ACM Trans. Graph., 2018

Exploiting the limitations of spatio-temporal vision for more efficient VR rendering.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2018

Psychometric scaling of TID2013 dataset.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Trained Perceptual Transform for Quality Assessment of High Dynamic Range Images and Video.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons.
Proceedings of the Human Vision and Electronic Imaging 2018, Burlingame, CA, USA, 28 January 2018, 2018

2017
Analysis of reported error in Monte Carlo rendered images.
Vis. Comput., 2017

HDR image reconstruction from a single exposure using deep CNNs.
ACM Trans. Graph., 2017

High Dynamic Range Imaging Technology [Lecture Notes].
IEEE Signal Process. Mag., 2017

A practical guide and software for analysing pairwise comparison experiments.
CoRR, 2017

High Dynamic Range Imaging Technology.
CoRR, 2017

Langevin Dynamics with Continuous Tempering for High-dimensional Non-convex Optimization.
CoRR, 2017

A comparative review of tone-mapping algorithms for high dynamic range video.
Comput. Graph. Forum, 2017

Assessment of multi-exposure HDR image deghosting methods.
Comput. Graph., 2017

Effect of color space on high dynamic range video compression performance.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Towards a Quality Metric for Dense Light Fields.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
JPEG XT: A Compression Standard for HDR and WCG Images [Standards in a Nutshell].
IEEE Signal Process. Mag., 2016

Objective and subjective evaluation of High Dynamic Range video compression.
Signal Process. Image Commun., 2016

Luma HDRv: an open source high dynamic range video codec optimized by large-scale testing.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016

Fine-tuning JPEG-XT compression performance using large-scale objective quality testing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Practicalities of predicting quality of high dynamic range images and video.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A high dynamic range video codec optimized by large-scale testing.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Real-time noise-aware tone-mapping and its use in luminance retargeting.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

The HDR-video Pipeline.
Proceedings of the 37th Annual Conference of the European Association for Computer Graphics, 2016

Subjective and Objective Evaluation of Multi-exposure High Dynamic Range Image Deghosting Methods.
Proceedings of the 37th Annual Conference of the European Association for Computer Graphics, 2016

2015
A model of local adaptation.
ACM Trans. Graph., 2015

Real-time noise-aware tone mapping.
ACM Trans. Graph., 2015

Introduction to Special Issue SAP 2015.
ACM Trans. Appl. Percept., 2015

HDR-VDP-2.2: a calibrated method for objective quality prediction of high-dynamic range and standard images.
J. Electronic Imaging, 2015

Subjective quality assessment database of HDR images compressed with JPEG XT.
Proceedings of the Seventh International Workshop on Quality of Multimedia Experience, 2015

Evaluation of noise suppression and luminance reconstruction in high dynamic range image deghosting methods.
Proceedings of the XXV International Conference on Information, 2015

Evaluation of color encodings for high dynamic range pixels.
Proceedings of the Human Vision and Electronic Imaging XX, 2015

Human vision model including age dependencies.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Simulating and compensating changes in appearance between day and night vision.
ACM Trans. Graph., 2014

Perceptually based parameter adjustments for video processing operations.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2014

A comparison of night vision simulation methods for video.
Proceedings of the 11th European Conference on Visual Media Production, 2014

Depth from HDR: depth induction or increased realism?
Proceedings of the ACM Symposium on Applied Perception, 2014

2013
Evaluation of monocular depth cues on a high-dynamic-range display for visualization.
ACM Trans. Appl. Percept., 2013

Assessment of video tone-mapping: Are cameras' S-shaped tone-curves good enough?
J. Vis. Commun. Image Represent., 2013

Gaze-driven Object Tracking for Real Time Rendering.
Comput. Graph. Forum, 2013

Evaluation of Tone Mapping Operators for HDR-Video.
Comput. Graph. Forum, 2013

Learning to Predict Localized Distortions in Rendered Images.
Comput. Graph. Forum, 2013

Survey and evaluation of tone mapping operators for HDR video.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2013

Comparison of Deghosting Algorithms for Multi-exposure High Dynamic Range Imaging.
Proceedings of the Spring Conference on Computer Graphics, 2013

Quantifying image quality in graphics: perspective on subjective and objective metrics and their performance.
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

Measurements of achromatic and chromatic contrast sensitivity functions for an extended range of adaptation luminance.
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

Measurements of contrast constancy across a wide range of luminance levels.
Proceedings of the ACM Symposium on Applied Perception 2013, 2013

2012
New measurements reveal weaknesses of image quality metrics in evaluating graphics artifacts.
ACM Trans. Graph., 2012

Unsharp Masking, Countershading and Halos: Enhancements or Artifacts?
Comput. Graph. Forum, 2012

Comparison of Four Subjective Methods for Image Quality Assessment.
Comput. Graph. Forum, 2012

Physical and Perceptual Limitations of a Projector-based High Dynamic Range Display.
Proceedings of the Theory and Practice of Computer Graphics, 2012

Mapping Images to Target Devices: Spatial, Temporal, Stereo, Tone, and Color.
Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012

2011
HDR-VDP-2: a calibrated visual metric for visibility and quality predictions in all luminance conditions.
ACM Trans. Graph., 2011

Optimizing a Tone Curve for Backward-Compatible High Dynamic Range Image and Video Compression.
IEEE Trans. Image Process., 2011

Blur-Aware Image Downsampling.
Comput. Graph. Forum, 2011

Multidimensional image retargeting.
Proceedings of the SIGGRAPH Asia 2011 Courses, Hong Kong, December 12-15, 2011, 2011

Display Considerations for Improved Night Vision Performance.
Proceedings of the 19th Color and Imaging Conference, 2011

Cluster-based color space optimizations.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Glare encoding of high dynamic range images.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

The role of contrast in the perceived depth of monocular imagery.
Proceedings of the 8th Symposium on Applied Perception in Graphics and Visualization, 2011

2010
A Comparison of Three Image Fidelity Metrics of Different Computational Principles for JPEG2000 Compressed Abdomen CT Images.
IEEE Trans. Medical Imaging, 2010

Quality-preserving image downsizing.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

On-the-fly tone mapping for backward-compatible high dynamic range image/video compression.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

The luminance of pure black: exploring the effect of surround in the context of electronic displays.
Proceedings of the Human Vision and Electronic Imaging XV, 2010

Calibration of the visual difference predictor for estimating visibility of JPEG2000 compression artifacts in CT images.
Proceedings of the Human Vision and Electronic Imaging XV, 2010

Defocus techniques for camera dynamic range expansion.
Proceedings of the Digital Photography VI, 2010

2009
Visualizing High Dynamic Range Images in a Web Browser.
J. Graphics, GPU, & Game Tools, 2009

Color correction for tone mapping.
Comput. Graph. Forum, 2009

Video viewing preferences for HDR displays under varying ambient illumination.
Proceedings of the 6th Symposium on Applied Perception in Graphics and Visualization, 2009

Display considerations for night and low-illumination viewing.
Proceedings of the 6th Symposium on Applied Perception in Graphics and Visualization, 2009

2008
High Dynamic Range Video
Synthesis Lectures on Computer Graphics and Animation, Morgan & Claypool Publishers, ISBN: 978-3-031-79528-2, 2008

Display adaptive tone mapping.
ACM Trans. Graph., 2008

Dynamic range independent image quality assessment.
ACM Trans. Graph., 2008

Modeling a Generic Tone-mapping Operator.
Comput. Graph. Forum, 2008

Enhancement of Bright Video Features for HDR Displays.
Comput. Graph. Forum, 2008

Selected problems of high dynamic range video compression and GPU-based contrast domain tone mapping.
Proceedings of the Spring Conference on Computer Graphics, 2008

Extending quality metrics to full luminance range images.
Proceedings of the Human Vision and Electronic Imaging XIII, 2008

Brightness of the glare illusion.
Proceedings of the 5th Symposium on Applied Perception in Graphics and Visualization, 2008

2007
Brightness Adjustment for HDR and Tone Mapped Images.
Proceedings of the 15th Pacific Conference on Computer Graphics and Applications, 2007

High Dynamic Range Image and Video Compression - Fidelity Matching Human Visual Performance.
Proceedings of the International Conference on Image Processing, 2007

High dynamic range imaging pipeline: perception-motivated representation of visual content.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

2006
High-fidelity imaging.
PhD thesis, 2006

Backward compatible high dynamic range MPEG video compression.
ACM Trans. Graph., 2006

A perceptual framework for contrast processing of high dynamic range images.
ACM Trans. Appl. Percept., 2006

Analysis of Reproducing Real-World Appearance on Displays of Varying Dynamic Range.
Comput. Graph. Forum, 2006

Lossy compression of high dynamic range images and video.
Proceedings of the Human Vision and Electronic Imaging XI, 2006

2005
Predicting visible differences in high dynamic range images: model and its calibration.
Proceedings of the Human Vision and Electronic Imaging X, 2005

2004
Perception-motivated high dynamic range video encoding.
ACM Trans. Graph., 2004

Visible difference predicator for high dynamic range images.
Proceedings of the IEEE International Conference on Systems, 2004

Lightness perception inspired tone mapping.
Proceedings of the 1st Symposium on Applied Perception in Graphics and Visualization, 2004

2003
Attention guided MPEG compression for computer animations.
Proceedings of the 19th Spring Conference on Computer Graphics, 2003


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