which describes a
method for detecting human body parts from 2D image
silhouette using curvature analysis and ellipse fitting. The
human upper body is modeled using multiple connected
ellipses. The body is extracted by segmented features and
ellipses are fitted to each segment. Lastly a non-linear least
square method is applied to minimize the differences between
connected ellipse model and the edge of the silhouette.