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基于由明暗和阴影产生的简单对比度模式对面部身份进行辨别。

Discrimination of facial identity based on simple contrast patterns generated by shading and shadows.

作者信息

Peterson Lindsay M, Susilo Tirta, Clifford Colin W G, Palmer Colin J

机构信息

School of Psychology, UNSW Sydney, Sydney, Australia.

School of Psychology, Victoria University of Wellington, Wellington, New Zealand.

出版信息

Vision Res. 2023 Nov;212:108307. doi: 10.1016/j.visres.2023.108307. Epub 2023 Aug 11.

Abstract

The pattern of shadows and shading across a face is determined partly by face shape and may therefore provide a cue for facial recognition. In this study, we measured the ability of human observers to discriminate facial identity based simply on the coarse pattern of contrast produced by the interaction between facial geometry and lighting direction. We used highly realistic 3D models of human heads to create images of faces illuminated from different horizontal and vertical directions, which were then converted to two-tone images ('Mooney faces') to isolate the coarse pattern of contrast. Participants were presented with pairs of two-tone faces and judged whether it was the same person in both images. Participants could discriminate facial identity based on the minimal cues within the two-tone images, though sensitivity depended on the horizontal and vertical lighting direction. Performance on the Mooney recognition task correlated with general facial recognition ability, though the role of face-specific processing in this relationship was not significant. Our results demonstrate that shading information in the form of simple contrast cues is sufficient for discriminating facial identity, and support the idea that visual processing is somewhat optimised for overhead lighting - here, in the relatively high-level context of face identity recognition.

摘要

面部光影的分布模式部分取决于面部形状,因此可能为面部识别提供线索。在本研究中,我们测试了人类观察者仅根据面部几何形状与光照方向相互作用所产生的粗略对比度模式来辨别面部身份的能力。我们使用高度逼真的人类头部3D模型来创建从不同水平和垂直方向照明的面部图像,然后将其转换为双色调图像(“穆尼脸”)以分离粗略的对比度模式。向参与者展示成对的双色调面部图像,并判断两张图像中的人是否相同。参与者能够根据双色调图像中的最小线索辨别面部身份,不过敏感度取决于水平和垂直光照方向。穆尼识别任务的表现与一般面部识别能力相关,尽管面部特定处理在这种关系中的作用并不显著。我们的结果表明,以简单对比度线索形式存在的阴影信息足以辨别面部身份,并支持这样一种观点,即视觉处理在某种程度上针对头顶照明进行了优化——在此,是在面部身份识别这一相对高级的背景下。

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