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面部识别的方向选择性。

The orientation selectivity of face identification.

作者信息

Goffaux Valerie, Greenwood John A

机构信息

Research Institute for Psychological Science, Université Catholique de Louvain, Belgium.

Institute of Neuroscience, Université Catholique de Louvain, Belgium.

出版信息

Sci Rep. 2016 Sep 28;6:34204. doi: 10.1038/srep34204.

Abstract

Recent work demonstrates that human face identification is most efficient when based on horizontal, rather than vertical, image structure. Because it is unclear how this specialization for upright (compared to inverted) face processing emerges in the visual system, the present study aimed to systematically characterize the orientation sensitivity profile for face identification. With upright faces, identification performance in a delayed match-to-sample task was highest for horizontally filtered images and declined sharply with oblique and vertically filtered images. Performance was well described by a Gaussian function with a bandwidth around 25°. Face inversion reshaped this sensitivity profile dramatically, with a downward shift of the entire tuning curve as well as a reduction in the amplitude of the horizontal peak and a doubling in bandwidth. The use of naturalistic outer contours (vs. a common outline mask) was also found to reshape this sensitivity profile by increasing sensitivity to oblique information in the near-horizontal range. Altogether, although face identification is sharply tuned to horizontal angles, both inversion and outline masking can profoundly reshape this orientation sensitivity profile. This combination of image- and observer-driven effects provides an insight into the functional relationship between orientation-selective processes within primary and high-level stages of the human brain.

摘要

近期研究表明,基于水平图像结构而非垂直图像结构时,人脸识别效率最高。由于尚不清楚视觉系统中这种对直立(相对于倒置)面部处理的特化是如何出现的,本研究旨在系统地表征人脸识别的方向敏感性特征。对于直立面部,在延迟匹配样本任务中,水平滤波图像的识别性能最高,而倾斜和垂直滤波图像的识别性能则急剧下降。高斯函数能很好地描述性能,其带宽约为25°。面部倒置极大地重塑了这种敏感性特征,整个调谐曲线向下移动,水平峰值幅度减小,带宽翻倍。还发现使用自然主义的外部轮廓(相对于普通轮廓掩码)通过增加对近水平范围内倾斜信息的敏感性来重塑这种敏感性特征。总之,虽然人脸识别对水平角度有敏锐的调谐,但倒置和轮廓掩码都能深刻地重塑这种方向敏感性特征。这种图像驱动和观察者驱动效应的结合,为深入了解人类大脑初级和高级阶段方向选择性过程之间的功能关系提供了线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c68a/5039756/7d485d187739/srep34204-f1.jpg

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