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人类大脑皮层中光照变化下表面颜色表示的不变性。

Invariance of surface color representations across illuminant changes in the human cortex.

机构信息

Vision and Cognition Lab, Werner Reichardt Centre for Integrative Neuroscience, University of Tübingen, 72076 Tübingen, Germany; Bernstein Center for Computational Neuroscience, 72076 Tübingen, Germany; Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany; Department of Psychology, University of Tübingen, 72076 Tübingen, Germany; International Max Planck Research School for Cognitive and Systems Neuroscience, 72076 Tübingen, Germany.

Vision and Cognition Lab, Werner Reichardt Centre for Integrative Neuroscience, University of Tübingen, 72076 Tübingen, Germany; Bernstein Center for Computational Neuroscience, 72076 Tübingen, Germany; Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany; Department of Psychology, University of Tübingen, 72076 Tübingen, Germany.

出版信息

Neuroimage. 2017 Sep;158:356-370. doi: 10.1016/j.neuroimage.2017.06.079. Epub 2017 Jun 30.

Abstract

A central problem in color vision is that the light reaching the eye from a given surface can vary dramatically depending on the illumination. Despite this, our color percept, the brain's estimate of surface reflectance, remains remarkably stable. This phenomenon is called color constancy. Here we investigated which human brain regions represent surface color in a way that is invariant with respect to illuminant changes. We used physically realistic rendering methods to display natural yet abstract 3D scenes that were displayed under three distinct illuminants. The scenes embedded, in different conditions, surfaces that differed in their surface color (i.e. in their reflectance property). We used multivariate fMRI pattern analysis to probe neural coding of surface reflectance and illuminant, respectively. While all visual regions encoded surface color when viewed under the same illuminant, we found that only in V1 and V4α surface color representations were invariant to illumination changes. Along the visual hierarchy there was a gradient from V1 to V4α to increasingly encode surface color rather than illumination. Finally, effects of a stimulus manipulation on individual behavioral color constancy indices correlated with neural encoding of the illuminant in hV4. This provides neural evidence for the Equivalent Illuminant Model. Our results provide a principled characterization of color constancy mechanisms across the visual hierarchy, and demonstrate complementary contributions in early and late processing stages.

摘要

颜色视觉的一个核心问题是,从给定表面到达眼睛的光会因照明条件的不同而发生剧烈变化。尽管如此,我们的颜色感知——大脑对表面反射率的估计——仍然非常稳定。这种现象被称为颜色恒常性。在这里,我们研究了人类大脑的哪些区域以一种对光源变化不变的方式来表示表面颜色。我们使用逼真的物理渲染方法来显示自然但抽象的 3D 场景,这些场景在三种不同的光源下显示。场景中嵌入了在不同条件下表面颜色不同(即反射特性不同)的表面。我们分别使用多元 fMRI 模式分析来探测表面反射率和光源的神经编码。虽然在相同的光照条件下,所有视觉区域都能编码表面颜色,但我们发现只有 V1 和 V4α 中的表面颜色表示对光照变化是不变的。沿着视觉层次结构,从 V1 到 V4α,对表面颜色的编码逐渐增加,而对光照的编码则逐渐减少。最后,刺激操作对个体行为颜色恒常性指数的影响与 hV4 中对光照的神经编码相关。这为等效光照模型提供了神经证据。我们的研究结果为视觉层次结构中的颜色恒常性机制提供了一种原则性的描述,并证明了早期和晚期处理阶段的互补贡献。

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