Polygonal Approach to Recognition of Partially Occluded Binary Objects

A method dealing with recognition of partially occluded and affine transformed binary objects is presented. The method is designed especially for objects with polygon‐like shaped boundary. It approximates the boundary with a polygon and uses it as the object’s description. Object recognition is then performed via special clustering in the space of affine transformation parameters. Results are demonstrated on synthetic as well as real experiments.