Classification of closed planar shapes can be done by Contour Sequence Moments.

Refer: L.Gupta and M.D.Srinath, (1987), Contour sequence moments for the classification of closed planar shapes,Pattern Recognition 26, 267-272

Article Behavior of Normalized Moments under Distortion and Optimization

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