Action Recognition In Videos

Action recognition in videos is a task in the field of computer vision and pattern recognition, aiming to identify and classify human actions in video sequences. This task achieves intelligent understanding and parsing of video content by analyzing the spatiotemporal dynamic features of actions and mapping them to a predefined set of action categories, such as running, jumping, or swimming. It has significant application value in areas like surveillance, sports analysis, and human-computer interaction.