设计重新着色算法帮助色觉异常患者

V. V. Sinitsyna, A. Prudnik
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引用次数: 0

摘要

色觉异常的人对视觉信息的感知问题仍然是非常相关的,不仅在医学领域,而且在医疗技术领域都有兴趣研究这个问题。世界各地的研究人员正致力于创建算法和软件,使其能够根据色盲患者的正确感知来转换图像和视频。然而,目前还没有一种算法可以让任何类型、形式和程度的色觉异常的人正确地感知周围的视觉信息。在分析现有算法优缺点的基础上,总结了所设计的再着色算法的要求,并计划在软件中实现,以帮助有颜色感知问题的人。这样的算法不仅可以为具有二色和单色的人提供正确的视频转换,还可以使具有任何程度的异常三色的用户最准确地感知周围的世界。此外,这些算法的特点是重新着色过程的速度快,以及在变换过程中获得的颜色的“自然度”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing Recolorization Algorithms to Help People with Color Vision Anomalies
The problem of perception of visual information by people with color vision anomalies remains quite relevant, as evidenced by the interest in studying this problem not only in medicine, but also in the field of medical technology. Researchers around are working on the task to create algorithms and software that can transform images and videos in accordance with their correct perception by people with color blindness. However, today there are no algorithms that allow people with any type, form, and degree of color vision anomaly to correctly perceive the visual information surrounding them. Based on the considered advantages and disadvantages of existing algorithms, conclusions were drawn about the requirements for the designed recoloring algorithms, which are planned to be implemented in software to help people with color perception issues. Such algorithms will not only allow correct video conversion for people with dichromacy and monochromacy but will also enable users with any degree of anomalous trichromacy to perceive the world around them most accurately. In addition, these algorithms will be distinguished by the high speed of the recolorization process, and the “naturalness” of the colors obtained in the process of transformations.
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