Micro Action Recognition

Micro-action recognition is a sub-task in the field of computer vision that focuses on detecting and analyzing low-intensity non-verbal behaviors. These subtle actions can reveal individuals' emotions and intentions, making them valuable for human-centric applications such as emotion recognition and psychological assessment. However, due to the difficulty in perceiving and acquiring micro-actions in daily life, their recognition, differentiation, and understanding face numerous challenges.