Human object detection is an important research direction in the field of computer vision, and the research results are widely used in automotive assisted driving, intelligent monitoring, advanced human-machine interface, robot vision, battlefield military applications, etc. The research content includes human object segmentation, recognition, tracking, behavior analysis, etc. It belongs to the category of image analysis and understanding as a whole, and specifically involves image processing, pattern recognition, computer vision, artificial intelligence and other disciplines.