Spatio-temporal segments attention for skeleton-based action recognition

• Published in: Neurocomputing (Amsterdam) Vol. 518; pp. 30 - 38
• Main Authors: Qiu, Helei, Hou, Biao, Ren, Bo, Zhang, Xiaohua
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 21.01.2023
• Subjects: Action recognition; Feature aggregation; Self-attention; Skeleton; Spatio-temporal joints; Action recognition; Skeleton; Feature aggregation; Spatio-temporal joints; Self-attention

Capturing the dependencies between joints is critical in skeleton-based action recognition. However, the existing methods cannot effectively capture the correlation of different joints between frames, which is very useful since different body parts (such as the arms and legs in “long jump”) between...