Luminance-Preserving and Temporally Stable Daltonization

Pontus Ebelin ; Cyril Crassin ; Gyorgy Denes ; Magnus Oskarsson ; Kalle Åström ; Tomas Akenine-Möller

Eurographics 2023 Short Papers (inproceedings)

Abstract

Color vision deficiencies (CVDs), more commonly known as color blindness, are often caused by genetics and affect the cones on the retina. Approximately 4.5% of the world’s population (8% of males) has some form of CVD. Since it is hard for people with CVD to distinguish between certain colors, there might be a severe loss of information when presenting them with images as, e.g., reds and greens may be indistinguishable.
We propose a novel, real-time algorithm for recoloring images to improve the experience for a color vision deficient observer. The output is temporally stable and preserves luminance, the most important visual cue. It runs in 0.2 ms per frame on a GPU.

ECDOAA23
Color vision deficiencies (CVDs), more commonly known as color blindness, are often caused by genetics and affect the cones on the retina. Approximately 4.5% of the world’s population (8% of males) has some form of CVD. Since it is hard for people with CVD to distinguish between certain colors, there might be a severe loss of information when presenting them with images as, e.g., reds and greens may be indistinguishable.

Video

BibTex references

@inproceedings{ECDOAA23,
author = {Pontus Ebelin and Cyril Crassin and Gyorgy Denes and Magnus Oskarsson and Kalle Åström and Tomas Akenine-Möller},
title = {Luminance-Preserving and Temporally Stable Daltonization},
url = {https://research.nvidia.com/publication/2023-05_daltonization, NVIDIA Research page},
year = {2023},
date = {2023-05-10},
booktitle = {Eurographics 2023 Short Papers},
}
  

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