Using the comparative distribution of points on contour to describe the shape,a novel feature descriptor to shape is proposed under polar coordinate.This descriptor is satisfactory to the human′s visual perception and very simple to be calculated.We also propose a new calculating approach to the ground distance used for earth mover′s distance(EMD) measurement under polar coordinate.By a great deal experiments,it is shown that this algorithm,used for image classification and retrieval based on sh...