DepNet: An automated industrial intelligent system using deep learning for video‐based depression analysis

• Published in: International journal of intelligent systems Vol. 37; no. 7; pp. 3815 - 3835
• Main Authors: He, Lang, Guo, Chenguang, Tiwari, Prayag, Su, Rui, Pandey, Hari Mohan, Dang, Wei
• Format: Journal Article
• Language: English
• Published: New York John Wiley & Sons, Inc 01.07.2022
• Subjects: Affective computing; Deep learning; depression; feature aggregation module; industrial intelligent system; Intelligent systems; Mental depression; Mental disorders; pattern recognition

As a common mental disorder, depression has attracted many researchers from affective computing field to estimate the depression severity. However, existing approaches based on Deep Learning (DL) are mainly focused on single facial image without considering the sequence information for predicting th...