Aiming at the problems that current methods of shape analysis for 3D human models need manual intervention and are not pose-independence,this paper proposed an improved algorithm by combining the semantic knowledge with geometric features. Firstly,the authors adopted geodesic distance and space volume as surface metric and volume metric to provide multiscale structure detection with a skeleton tree descriptor,then further extracted the hierarchy structure of the human models based on the prior knowledge of ...