Vision-based human motion analysis is receiving increasing attention from computer vision researchers. It becomes the hotspot of the field of image analysis, psychology and artificial intelligence. It has a wide application in intelligent video surveillance, virtual reality, user interfaces and motion analysis. In this paper, moving target detection, classification, tracking and human action recognition are overviewed. We analyze some problems and challenges. Finally, some research directions in the future are discussed.