Behavior recognition involves using computational methods to identify and interpret human behaviors from video or sensor data, crucial in various fields like surveillance, healthcare, and human-computer interaction. It leverages machine learning and computer vision technologies to understand patterns, predict actions, and make informed decisions based on observed behaviors.