Shape Recognition based on Wavelet-Transform Modulus Maxima

In this paper we propose a new approach to object recognition based on the polygonal approximation of the object contour. The vertices of the polygon are the high curvature points of the contour, selected using the wavelet transform modulus maxima. We associate with this shape description a simple measure to estimate the similarity between objects. The… (More)