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基于色域映射的色觉缺陷图像增强算法

Gamut mapping based image enhancement algorithm for color deficiencies.

作者信息

Xu Lihao, Li Qinyuan, Liu Xiaoxuan, Xu Qiang, Luo Ming Ronnier

机构信息

School of Digital Media and Art Design, Hangzhou Dianzi University, China.

State Key Laboratory of Modern Optical Instrumentation, Zhejiang University, China.

出版信息

Biomed Opt Express. 2021 Oct 13;12(11):6882-6896. doi: 10.1364/BOE.439324. eCollection 2021 Nov 1.

Abstract

This study presents an approach for enhancing color images for color vision deficiencies. The proposed approach is separated into three stages. First, the type and severity of a color deficient observer (CDO) were evaluated. Following that, the perceived color gamut was assessed using a physiologically-based color deficiency simulation model. Finally, images prepared for color normal observers (CNOs) were re-colored using a gamut mapping method to map colors from the gamut of a CNO to that of a CDO. Two psychophysical experiments were carried out to validate this method, and the results suggest that it is a promising solution for the CDOs. The unique feature of the present method is to include a gamut mapping method to enhance the color discrimination by preserving the perceived hue.

摘要

本研究提出了一种增强针对色觉缺陷的彩色图像的方法。所提出的方法分为三个阶段。首先,评估色觉缺陷观察者(CDO)的类型和严重程度。随后,使用基于生理学的色觉缺陷模拟模型评估感知色域。最后,使用色域映射方法对为色觉正常观察者(CNO)准备的图像进行重新着色,以将颜色从CNO的色域映射到CDO的色域。进行了两项心理物理学实验来验证该方法,结果表明它是针对CDO的一种有前景的解决方案。本方法的独特之处在于包括一种色域映射方法,通过保留感知色调来增强颜色辨别能力。

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