The cortex transform: rapid computation of simulated neural images
Computer Vision, Graphics, and Image Processing
The visible differences predictor: an algorithm for the assessment of image fidelity
Digital images and human vision
A model of visual adaptation for realistic image synthesis
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
A multiscale model of adaptation and spatial vision for realistic image display
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
A perceptually based physical error metric for realistic image synthesis
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Putting social sciences together again: an introduction to the volume
Dynamics in human and primate societies
The steerable pyramid: a flexible architecture for multi-scale derivative computation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Evaluation of a multiscale color model for visual difference prediction
ACM Transactions on Applied Perception (TAP)
Visual equivalence: towards a new standard for image fidelity
ACM SIGGRAPH 2007 papers
ACM SIGGRAPH 2008 papers
Dynamic range independent image quality assessment
ACM SIGGRAPH 2008 papers
Display considerations for night and low-illumination viewing
Proceedings of the 6th Symposium on Applied Perception in Graphics and Visualization
Video quality assessment for computer graphics applications
ACM SIGGRAPH Asia 2010 papers
Image quality assessment: from error visibility to structural similarity
IEEE Transactions on Image Processing
A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms
IEEE Transactions on Image Processing
Perceptually-informed accelerated rendering of high quality walkthrough sequences
EGWR'99 Proceedings of the 10th Eurographics conference on Rendering
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
MUSTARD: a multi user see through AR display
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
NoRM: No-Reference Image Quality Metric for Realistic Image Synthesis
Computer Graphics Forum
Perceptually-optimized content remapping for automultiscopic displays
ACM SIGGRAPH 2012 Posters
Computational plenoptic imaging
ACM SIGGRAPH 2012 Courses
Special Section on CANS: Ray prioritization using stylization and visual saliency
Computers and Graphics
New measurements reveal weaknesses of image quality metrics in evaluating graphics artifacts
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
PiVOT: personalized view-overlays for tabletops
Proceedings of the 25th annual ACM symposium on User interface software and technology
Reducing aliasing artifacts through resampling
EGGH-HPG'12 Proceedings of the Fourth ACM SIGGRAPH / Eurographics conference on High-Performance Graphics
Perceptually Optimized Coded Apertures for Defocus Deblurring
Computer Graphics Forum
Adaptive image synthesis for compressive displays
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
GOTHIC: glare optimizer tool for high-dynamic-range images and content with implementation in video
ACM SIGGRAPH 2013 Posters
A metric of visual comfort for stereoscopic motion
ACM Transactions on Graphics (TOG)
A no-reference metric for evaluating the quality of motion deblurring
ACM Transactions on Graphics (TOG)
Understanding the role of phase function in translucent appearance
ACM Transactions on Graphics (TOG)
Assessment of video tone-mapping: Are cameras' S-shaped tone-curves good enough?
Journal of Visual Communication and Image Representation
Interactive visualization of medical volume models in mobile devices
Personal and Ubiquitous Computing
Special Section on Advanced Displays: Display adaptive 3D content remapping
Computers and Graphics
Underwater image dehazing using joint trilateral filter
Computers and Electrical Engineering
High dynamic range video reconstruction from a stereo camera setup
Image Communication
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Visual metrics can play an important role in the evaluation of novel lighting, rendering, and imaging algorithms. Unfortunately, current metrics only work well for narrow intensity ranges, and do not correlate well with experimental data outside these ranges. To address these issues, we propose a visual metric for predicting visibility (discrimination) and quality (mean-opinion-score). The metric is based on a new visual model for all luminance conditions, which has been derived from new contrast sensitivity measurements. The model is calibrated and validated against several contrast discrimination data sets, and image quality databases (LIVE and TID2008). The visibility metric is shown to provide much improved predictions as compared to the original HDR-VDP and VDP metrics, especially for low luminance conditions. The image quality predictions are comparable to or better than for the MS-SSIM, which is considered one of the most successful quality metrics. The code of the proposed metric is available on-line.