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由于关系色恒常性的失败,导致对自然场景中的光源变化产生误判。

Misidentifying illuminant changes in natural scenes due to failures in relational colour constancy.

机构信息

Physics Center of Minho and Porto Universities (CF-UM-UP), Gualtar Campus, University of Minho, 4710-057 Braga, Portugal.

Department of Electrical & Electronic Engineering, University of Manchester, Manchester M13 9PL, UK.

出版信息

Proc Biol Sci. 2023 Nov 29;290(2011):20231676. doi: 10.1098/rspb.2023.1676.

Abstract

The colours of surfaces in a scene may not appear constant with a change in the colour of the illumination. Yet even when colour constancy fails, human observers can usually discriminate changes in lighting from changes in surface reflecting properties. This operational ability has been attributed to the constancy of perceived colour relations between surfaces under illuminant changes, in turn based on approximately invariant spatial ratios of cone photoreceptor excitations. Natural deviations in these ratios may, however, lead to illuminant changes being misidentified. The aim of this work was to test whether such misidentifications occur with natural scenes and whether they are due to failures in relational colour constancy. Pairs of scene images from hyperspectral data were presented side-by-side on a computer-controlled display. On one side, the scene underwent illuminant changes and on the other side, it underwent the same changes but with images corrected for any residual deviations in spatial ratios. Observers systematically misidentified the corrected images as being due to illuminant changes. The frequency of errors increased with the size of the deviations, which were closely correlated with the estimated failures in relational colour constancy.

摘要

场景中表面的颜色可能会随着照明颜色的变化而发生变化。然而,即使颜色恒常性失效,人类观察者通常也能够区分光照变化和表面反射特性变化。这种操作能力归因于在照明变化下,感知到的表面颜色关系的恒常性,这反过来又基于锥状光感受器激发的空间比例的大致不变性。然而,这些比例的自然偏差可能导致照明变化被错误识别。本工作的目的是测试这种错误识别是否会发生在自然场景中,以及它们是否是由于关系颜色恒常性的失败造成的。来自高光谱数据的一对场景图像并排显示在计算机控制的显示器上。在一侧,场景经历了照明变化,而在另一侧,它经历了相同的变化,但图像经过了任何剩余空间比例偏差的校正。观察者系统地将校正后的图像错误识别为由于照明变化造成的。错误的频率随着偏差的大小而增加,偏差与估计的关系颜色恒常性失败密切相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ed8/10685115/cd276591ba92/rspb20231676f01.jpg

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