当语境阻碍!人脸识别中的学习-测试兼容性。

Helmut Leder, Claus-Christian Carbon
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引用次数: 85

摘要

面部整体加工的一些理论认为,面部的部分(眼睛、鼻子、嘴巴等)没有被明确地表征。到目前为止,经验证据表明,当整体被学习时,整体对部分的优势被发现。我们用照片中的人脸证实了这一点。更重要的是,我们调查了学习部分是否也揭示了整体效应。这是以前没有尝试过的。四个实验表明,在学习了面部部位后,当面部部位被完整地展示出来时,对这些部位的识别就会中断。当感知者没有被引导专注于特定的面部特征时,这种分散注意力的效果是最强的。因此,忽略人脸中不相关的部分是非常困难的。事实上,这可能是整体人脸处理的本质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
When context hinders! Learn-test compatibility in face recognition.

Some theories of holistic face processing propose that parts in faces (eyes, nose, mouth, etc.) are not explicitly represented. So far, the empirical evidence has shown that whole-to-part superiority is found when wholes are learned. We substantiated this using photographic faces. More importantly, we investigated whether learning parts also reveals holistic effects. This has not been attempted before. Four experiments showed that after learning facial parts, recognition of these parts was disrupted when the part was shown in the full face. This distraction effect was strongest when perceivers were not directed to focus on a particular facial feature. Thus, it is very difficult to ignore irrelevant parts in faces. In fact, this might be the essence of holistic face processing.

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