Multimodal depression recognition and analysis: Facial expression and body posture changes via emotional stimuli

• Published in: Journal of affective disorders Vol. 381; pp. 44 - 54
• Main Authors: Liu, Yang, Li, Xingyun, Wang, Mengqi, Bi, Jianlu, Lin, Shaoqin, Wang, Qingxiang, Yu, Yanhong, Ye, Jiayu, Zheng, Yunshao
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 15.07.2025
• Subjects: Adult; Body posture; Deep Learning; Depression - diagnosis; Depression recognition; Depressive Disorder - diagnosis; Emotional stimuli; Emotions - physiology; Facial Expression; Facial expressions; Female; Humans; Male; Middle Aged; Posture - physiology; Psychiatric/Mental Health; Body posture; Emotional stimuli; Depression recognition; Facial expressions

Clinical studies have shown that facial expressions and body posture in depressed patients differ significantly from those of healthy individuals. Combining relevant behavioral features with artificial intelligence technology can effectively improve the efficiency of depression detection, thereby as...