Part 2. Special Issues in Intellectual Systems Theory

The problem of human pose estimation: tasks, methods, solutions

I. A. Shergin, A. P. Ryjov

Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics

Abstract: The article deals with the problem of estimating a person’s pose, which arises in many applications of computer vision systems. Various problem statements and approaches to solving the problem are considered, an overview of existing solution methods and data sets is provided. Additionally, the application of methods in the task of teaching physical skills is investigated.

Keywords: machine learning, deep learning, human posture estimation, computer vision