Human Action Recognition, Analysis, and Prediction

Human Action Recognition, Analysis, and Prediction

Although human behavior is complex, it is structured along individual, social, and cultural lines. Intelligent systems that interact with people in uncontrolled environments need capabilities to accurately understand, forecast and respond to human behaviors. Human behavior recognition involves estimation of pose and action and detection of human-object interaction (HOI). Behavior prediction involves forecasting the pose, action, time-to-action, and the diversity in future behaviors. While these problems have received considerable attention using various sensing modalities, challenges remain, particularly when using monocular vision-based methonds.