Abstract: This paper proposes a new approach to shape description, which combines the advantages of the contourbased and the region-based methods, and provides a stable way to handle binary and grayscale shapes of different nature. The main process of the proposed

Key words: Shape description, Invariant object recognition, Grayscale image