The Face Inversion Effect in Deep Convolutional Neural Networks

The face inversion effect (FIE) is a behavioral marker of face-specific processing that the recognition of inverted faces is disproportionately disrupted than that of inverted non-face objects. One hypothesis is that while upright faces are represented by face-specific mechanism, inverted faces are...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Fang Tian, Hailun Xie, Yiying Song, Siyuan Hu, Jia Liu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2022-05-01
Cyfres:Frontiers in Computational Neuroscience
Pynciau:
face inversion effect
deep convolutional neural network
VGG-Face
face system
AlexNet
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fncom.2022.854218/full
Tagiau: Ychwanegu Tag
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