In this paper, a human body pose estimation method based on skeleton matching is proposed. In the process of human body pose skeleton matching, we obtain the key point feature information of the human body by performing CNN operation on the input image: the joint point heat map, and the joint point according to the specific connection rules are connected to form a human skeleton. This method is not only suitable for image data, but the accuracy of human skeleton matching after inputting video data is also verified.