期刊
出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.procs.2020.03.134
关键词
Affective State; Valence; Arousal
资金
- Federal Ministry of Education and Research (BMBF) [03ZZ0459C, 03ZZ0470]
- EFRE project [ZS/2017/10/88785]
We address the problem of emotional state detection from facial expressions. Our proposed approach simultaneously detects faces and predicts both discrete emotion categories and continuous valence/arousal values from raw input images. We train and evaluate our approach on 3 different datasets, compare our approach to other state-of-the-art approaches and perform a cross -database evaluation. In this way, we found, that our approach generalizes well and is suitable for real-time applications. (C) 2020 The Authors. Published by Elsevier B.V.
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