Curvature based shape detection

Abstract

In this paper is defined a notion of discrete curvature associated with a discrete piecewise-smooth curve. Since every planar curve is, up to the orientation preserving isometry, uniquely determined by its curvature, shape recognition is reduced to fitting estimated discrete curvature function. Based on shape attributes, measures of similarity between two objects are introduced and used for full classification of detected geometric shapes in binary edge image.