Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer

Author:

Yang Kangning1,Tag Benjamin1,Gu Yue2,Wang Chaofan1,Dingler Tilman1,Wadley Greg1,Goncalves Jorge1

Affiliation:

1. The University of Melbourne, Melbourne, VIC, Australia

2. Rutgers University, New Brunswick, NJ, USA

Funder

Australian Research Council

Publisher

ACM

Reference47 articles.

1. Lisa Feldman Barrett , Ralph Adolphs , Stacy Marsella , Aleix M Martinez , and Seth D Pollak . 2019. Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological science in the public interest 20, 1 ( 2019 ), 1--68. Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M Martinez, and Seth D Pollak. 2019. Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological science in the public interest 20, 1 (2019), 1--68.

2. A Transformer Architecture for Stress Detection from ECG

3. Attention Augmented Convolutional Networks

4. Ira Cohen , Ashutosh Garg , Thomas S Huang , et al . 2000 . Emotion recognition from facial expressions using multilevel HMM. In Neural information processing systems, Vol. 2 . Citeseer . Ira Cohen, Ashutosh Garg, Thomas S Huang, et al . 2000. Emotion recognition from facial expressions using multilevel HMM. In Neural information processing systems, Vol. 2. Citeseer.

5. Sylvain Delplanque and David Sander . 2021. A fascinating but risky case of reverse inference: From measures to emotions! Food Quality and Preference November 2020 (2021), 104183. Sylvain Delplanque and David Sander. 2021. A fascinating but risky case of reverse inference: From measures to emotions! Food Quality and Preference November 2020 (2021), 104183.

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