Deep learning framework for subject-independent emotion detection using wireless signals

• Published in: PloS one Vol. 16; no. 2; p. e0242946
• Main Authors: Khan, Ahsan Noor, Ihalage, Achintha Avin, Ma, Yihan, Liu, Baiyang, Liu, Yujie, Hao, Yang
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 03.02.2021; Public Library of Science (PLoS)
• Subjects: Biology and Life Sciences; Computer and Information Sciences; Engineering and Technology; Facial expression; Machine learning; Methods; Observations; Physical Sciences; Research and Analysis Methods; Social Sciences; United Kingdom

Emotion states recognition using wireless signals is an emerging area of research that has an impact on neuroscientific studies of human behaviour and well-being monitoring. Currently, standoff emotion detection is mostly reliant on the analysis of facial expressions and/or eye movements acquired fr...