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对本族和其他种族漫画像的识别:对面部识别模型的启示

Recognition of own-race and other-race caricatures: implications for models of face recognition.

作者信息

Byatt G, Rhodes G

机构信息

Department of Psychology, University of Canterbury, Australia.

出版信息

Vision Res. 1998 Aug;38(15-16):2455-68. doi: 10.1016/s0042-6989(97)00469-0.

Abstract

Valentine's (Valentine T. Q J Exp Psychol 1991;43A:161-204) face recognition framework supports both a norm-based coding (NBC) and an exemplar-only, absolute coding, model (ABC). According to NBC; (1) faces are represented in terms of deviations from a prototype or norm; (2) caricatures are effective because they exaggerate this norm deviation information; and (3) other-race faces are coded relative to the (only available) own-race norm. Therefore NBC predicts that, for European subjects, caricatures of Chinese faces made by distorting differences from the European norm would be more effective than caricatures made relative to the Chinese norm. According to ABC; (1) faces are encoded as absolute values on a set of shared dimensions with the norm playing no role in recognition; (2) caricatures are effective because they minimise exemplar density and (3) the dimensions of face-space are inappropriate for other-race faces leaving them relatively densely clustered. ABC predicts that all faces would be recognised more accurately when caricatured against their own-race norm. We tested European subjects' identification of European and Chinese faces, caricatured against both race norms. The ABC model's prediction was supported. European faces were also rated as more distinctive and recognised more easily than Chinese faces. However, the own-race recognition bias held even when the races were equated for distinctiveness which suggests that the ABC model may not provide a complete account of race effects in recognition.

摘要

瓦伦丁(瓦伦丁·T.《实验心理学杂志》1991年;43A:161 - 204)的面部识别框架支持基于规范的编码(NBC)和仅基于范例的绝对编码模型(ABC)。根据NBC:(1)面部是根据与原型或规范的偏差来表示的;(2)漫画有效是因为它们夸大了这种规范偏差信息;(3)其他种族的面部是相对于(唯一可用的)本族规范进行编码的。因此,NBC预测,对于欧洲受试者来说,通过扭曲与欧洲规范的差异而制作的中国人脸漫画会比相对于中国规范制作的漫画更有效。根据ABC:(1)面部在一组共享维度上被编码为绝对值,规范在识别中不起作用;(2)漫画有效是因为它们最小化了范例密度;(3)面部空间的维度不适用于其他种族的面部,使它们相对密集地聚集在一起。ABC预测,当根据本族规范制作漫画时,所有面部的识别都会更准确。我们测试了欧洲受试者对欧洲人和中国人脸的识别,这些人脸是根据两种种族规范制作成漫画的。ABC模型的预测得到了支持。欧洲人的脸也被评为比中国人的脸更具辨识度,更容易被识别。然而,即使两个种族在辨识度上相等,本族识别偏差仍然存在,这表明ABC模型可能无法完全解释识别中的种族效应。

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