The perception of translucency from surface gloss

光泽度(光学) 镜面反射 镜面反射高光 感知 不透明度 亮度 计算机视觉 人工智能 光度立体 计算机科学 光学 心理学 图像(数学) 物理 材料科学 复合材料 神经科学 涂层
作者
Hiroaki Kiyokawa,Takehiro Nagai,Yasuki Yamauchi,Juno Kim
出处
期刊:Vision Research [Elsevier BV]
卷期号:205: 108140-108140 被引量:7
标识
DOI:10.1016/j.visres.2022.108140
摘要

Translucent objects (like fruit and wax) reflect and transmit incident light to generate complex retinal image structure. Understanding how we visually perceive translucency from these images is challenging, but previous studies have demonstrated that perceived shape and shading is important for perceiving translucency. We considered the possibility that perceived translucency might also depend on 3D shape inferred from surface gloss (i.e., shape from specular highlights). Here, we performed experiments to test whether interactions between specular and non-specular image properties generated by different 3D shape information influences perceived translucency. Results revealed that perceived translucency could be explained by incongruence in 3D shape used to generate specular and non-specular image components. We proposed a new computational model based on measurable image features informative of shading relative to specular highlights that accounted for 59% of the variability in judgments of perceived translucency from the result of 10-fold cross validation. This model was found to outperform other models based on explicit subjective measures of perceived surface shape, suggesting it implicitly taps much of the relevant geometric information necessary for predicting observer judgments of translucency for glossy materials. These results provide new insight into how the visual system might infer translucency from the structure of specular and non-specular shading generated by glossy semi-opaque materials.

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