PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship
IEEE Transactions on Affective Computing(2022)
摘要
Apparent personality and emotion analysis are both central to affective computing. Existing works solve them individually. In this paper we investigate if such high-level affect traits and their relationship can be jointly learned from face images in the wild. To this end, we introduce PersEmoN, an end-to-end trainable and deep Siamese-like network. It consists of two convolutiona...
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关键词
Face,Finite element analysis,Task analysis,Face recognition,Visualization,Affective computing,Training
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