通过色域重建和映射,增强色差观察者的三色体验

IF 3.4 2区 工程技术 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Xiaojie Zhao , Shuxin Zhao , Zhenxing Li , Qi Dai
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引用次数: 0

摘要

色觉缺陷(CVD)影响着全球超过2亿人,损害了他们感知和区分颜色的能力,从而妨碍了他们在与颜色相关的任务中的表现。因此,开发技术,使缺乏色彩的观察者(cdo)体验类似色彩正常的观察者(CNOs)是非常重要的。在这项工作中,我们提出了一种新的技术,可以通过三个阶段的过程为cdo提供正常的三色体验。首先,利用基于生理的CVD仿真模型,考虑显示器背光光谱、缺陷类型和程度,估计CVD的可感知色域;其次,设计了一种优化的背光光谱,用于重建cdo显示器的色域,确保其覆盖范围包含sRGB等标准色域。最后,将图像从CNOs的色域映射到cdo的重建色域,使它们能够以一种非常接近正常三色视觉的方式感知颜色。仿真结果表明,所提出的技术使cdo能够感知更广泛的颜色范围,有可能超过sRGB色域。定量图像质量评估显示增强图像的对比度、自然度和色度有显著改善,特别是对于有轻度到中度缺陷的cdo。此外,提出了色域增强与光谱发光效率之间的权衡策略,为背光光谱的优化设计提供了指导。该技术有潜力集成到显示系统和可穿戴设备中,为cdo提供实时三色体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing trichromatic color experience for color-deficient observers through gamut reconstruction and mapping
Color vision deficiency (CVD) affects over 200 million people globally, impairing their ability to perceive and distinguish colors, which hampers performance in color-related tasks. Therefore, developing technologies that enable color-deficient observers (CDOs) to experience colors similarly to color-normal observers (CNOs) is of great importance. In this work, we propose a novel technology that can provide CDOs with a normal trichromatic color experience through a three-stage process. First, a physiologically-based CVD simulation model is employed to estimate the perceivable color gamut for CDOs, considering the display backlight spectrum, and the type and degree of deficiency. Second, an optimized backlight spectrum is designed to reconstruct the color gamut of displays for CDOs, ensuring its coverage to encompass the standard color gamut such as sRGB. Finally, images are mapped from the gamut of CNOs to the reconstructed gamut of CDOs, enabling them to perceive colors in a manner that closely approximates normal trichromatic vision. Simulation results demonstrate that the proposed technology enables CDOs to perceive a wider range of colors, potentially surpassing the sRGB gamut. Quantitative image quality evaluations show significant improvements in contrast, naturalness, and chromaticity of the enhanced images, particularly for CDOs with mild to moderate deficiencies. In addition, a trade-off strategy is introduced to balance color gamut enhancement and spectral luminous efficacy, providing guidance for designing optimized backlight spectra. This technology has the potential for integration into display systems and wearable devices, offering real-time trichromatic color experience for CDOs.
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来源期刊
Displays
Displays 工程技术-工程:电子与电气
CiteScore
4.60
自引率
25.60%
发文量
138
审稿时长
92 days
期刊介绍: Displays is the international journal covering the research and development of display technology, its effective presentation and perception of information, and applications and systems including display-human interface. Technical papers on practical developments in Displays technology provide an effective channel to promote greater understanding and cross-fertilization across the diverse disciplines of the Displays community. Original research papers solving ergonomics issues at the display-human interface advance effective presentation of information. Tutorial papers covering fundamentals intended for display technologies and human factor engineers new to the field will also occasionally featured.
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