Adaptive recognition method for 2D polygonal objects

Abstract

A 2D convex polygons recognition method is proposed. The algorithm is suitable for robot vision, quality control or photogrammetry applications when the image objects to be processed have convex shapes. First, an adaptive convex polygonal vertex detection is applied. Then a polygonal fitting algorithm using as input the detected vertices and the object contour provides a precise object identification and description.