Mathematical Representation of Emotion Using Multimodal Recognition Model with Deep Multitask Learning
Author:
Affiliation:
1. Computer Science Program,Department of Engineering, Graduate School of Engineering, Nagoya Institute of Technology
2. Frontier Research Institute for Information Science, Nagoya Institute of Technology
Publisher
Institute of Electrical Engineers of Japan (IEE Japan)
Subject
Electrical and Electronic Engineering
Link
https://www.jstage.jst.go.jp/article/ieejeiss/140/12/140_1343/_pdf
Reference17 articles.
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2. (2) J. A. Russell: “A Circumplex Model of Affect”, Journal of Personality and Social Psychology, Vol. 39, pp. 1161-1178 (1980)
3. (3) A. Mehrabian and J. A. Russell: An approach to environmental psychology., the MIT Press (1974)
4. (6) R. Sumiya and J. Chao: “Transform Facial Expression Space to Euclidean Space Using Riemann Normal Coordinates and Its Applications”, Human-Computer Interaction. Recognition and Interaction Technologies, Vol. 11567, Springer, Cham, pp. 168-178 (2019)
5. (7) C. Kervadec, V. Vielzeuf, S. Pateux, A. Lechervy, and F. Jurie: “CAKE: Compact and Accurate K-dimensional representation of Emotion”, Image Analysis for Human Facial and Activity Recognition (BMVC Workshop) (2018)
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