Image reconstruction reveals the impact of aging on face perception.

面子(社会学概念) 感知 计算机视觉 人工智能 面部知觉 心理学 计算机科学 社会学 神经科学 社会科学
作者
Chi-Hsun Chang,Dan Nemrodov,Natalia Drobotenko,Maryam Sorkhou,Adrian Nestor,Andy Lee
出处
期刊:Journal of Experimental Psychology: Human Perception and Performance [American Psychological Association]
卷期号:47 (7): 977-991 被引量:4
标识
DOI:10.1037/xhp0000920
摘要

Extensive work has demonstrated an age-related decline in face recognition, but the nature and the extent of aging-related alterations in face representations remain unclear. Here, we address these issues using an image reconstruction approach to reveal the content of visual representations. Healthy young and older adults provided similarity judgments for pairs of face images. Facial shape and surface features were subsequently derived and combined into image reconstructions of facial appearance. Both objective and experimental evaluations revealed that reconstructions were successful for every participant. Critically, shape and surface properties, such as eye shape and skin tone, were less accurately represented in older than young individuals. Yet, age-related differences in face representations, though significant, were less pronounced than those due to individual variability. Our results provide novel insights into age-related changes in visual perception and demonstrate the utility of image reconstruction to uncovering internal representations across a variety of populations. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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