LSCAformer: Long and short-term cross-attention-aware transformer for depression recognition from video sequences

• Published in: Biomedical signal processing and control Vol. 98; p. 106767
• Main Authors: He, Lang, Li, Zheng, Tiwari, Prayag, Zhu, Feng, Wu, Di
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2024
• Subjects: Affective computing; Depression; Facial regions; Long and short-term; LSCAformer; Affective computing; Depression; Long and short-term; Facial regions; LSCAformer

Depression will be the first prevalent mental disorder to result in the negative impact on individuals and society globally by 2030. Artificial intelligence (AI) algorithms have the potentials to significantly advance depression treatment. Existing deep learning-based architectures for the automatic...