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Quantification and standardized description of color vision deficiency caused by anomalous trichromats-part II: modeling and color compensation

Authors:

Seungji Yang,

Yong Man Ro,

Edward K. Wong,

Jin-Hak LeeAuthors Info & Claims

Journal on Image and Video Processing, Volume 2008

Article No.: 3, Pages 1 - 12

https://doi.org/10.1155/2008/246014

Published: 01 January 2008 Publication History

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Abstract

A color compensation scheme has been developed to enhance the perception of people with color vision deficiency (CVD) and for people suffering from anomalous trichromacy. It is operated within the MPEG-21 Multimedia Framework, which provides a standardized description of CVD. The basic idea behind the proposed color compensation consists of simulating the path of human color perception. As such, compensated color is realized by relying on the spectral cone sensitivities of the human eye and the spectral emission functions of the display device. For quantified color compensation, the spectral sensitivity of anomalous cones has been modeled according to the deficiency degree of the standardized CVD description. The latter is based on the error score of a computerized hue test (CHT), developed in Part I of our study. Given the anomalous cone spectra, the reduction of error score on the CHT after color compensation was measured in each deficiency degree. The quantitative relationship of color compensation with the error score is linearly regressed, based on the deficiency degree with the least error score after color compensation as well as the error score before color compensation.

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El‐Attar M(2024)On the accessibility of the grayscale version of a PoN‐enabled use case notationJournal of Software: Evolution and Process10.1002/smr.266736:9Online publication date: 16-Sep-2024
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El-Attar M(2023)Evaluating the accessibility of a PoN-enabled misuse case notation by the red–green colorblind communitySoftware and Systems Modeling (SoSyM)10.1007/s10270-022-00992-422:1(247-272)Online publication date: 1-Feb-2023
https://dl.acm.org/doi/10.1007/s10270-022-00992-4
Li WFlatla DBigham JAzenkot SKane S(2019)30 Years LaterThe 21st International ACM SIGACCESS Conference on Computers and Accessibility10.1145/3308561.3354612(584-590)Online publication date: 24-Oct-2019
https://dl.acm.org/doi/10.1145/3308561.3354612

Index Terms

Quantification and standardized description of color vision deficiency caused by anomalous trichromats-part II: modeling and color compensation
1. Computing methodologies
  1. Artificial intelligence
    1. Computer vision

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Published In

cover image Journal on Image and Video Processing

Journal on Image and Video Processing Volume 2008, Issue

Color in Image and Video Processing

January 2008

180 pages

ISSN:1687-5176

EISSN:1687-5281

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Hindawi Limited

London, United Kingdom

Publication History

Published: 01 January 2008

Accepted: 22 December 2007

Revised: 14 December 2007

Received: 08 October 2007

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El‐Attar M(2024)On the accessibility of the grayscale version of a PoN‐enabled use case notationJournal of Software: Evolution and Process10.1002/smr.266736:9Online publication date: 16-Sep-2024
https://dl.acm.org/doi/10.1002/smr.2667
El-Attar M(2023)Evaluating the accessibility of a PoN-enabled misuse case notation by the red–green colorblind communitySoftware and Systems Modeling (SoSyM)10.1007/s10270-022-00992-422:1(247-272)Online publication date: 1-Feb-2023
https://dl.acm.org/doi/10.1007/s10270-022-00992-4
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https://dl.acm.org/doi/10.1145/3308561.3354612
Wang MLiu BHua X(2010)Accessible image search for colorblindnessACM Transactions on Intelligent Systems and Technology (TIST)10.1145/1858948.18589561:1(1-26)Online publication date: 22-Oct-2010
https://dl.acm.org/doi/10.1145/1858948.1858956

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Recommendations

Quantification and standardized description of color vision deficiency caused by anomalous trichromats-part I: simulation and measurement

Flexible color contrast enhancement method for red-green deficiency

Image recoloring for color vision deficiency compensation using Swin transformer

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