Title :
Corner detection using Chebyshev fitting-based continuous curvature estimation
Author :
Shizheng Zhang ; Dan Yang ; Sheng Huang ; Liyun Tu ; Xiaohong Zhang
Author_Institution :
Coll. of Comput. Sci., Chongqing Univ., Chongqing, China
Abstract :
Extensive contour-based corner detection methods have been proposed to estimate the curvature of a planar curve and most of them estimated it in digital spaces. However, the curvature should be intuitively continuous. Presented is a novel approach which addresses the corner detection issue by employing the Chebyshev polynomial fitting to estimate the curvature in a continuous way. Experimental results demonstrate that the approach achiever a promising performance in comparison with three representative corner detectors based on discrete curvature estimation and two other state-of-the-art methods.
Keywords :
Chebyshev approximation; curve fitting; edge detection; polynomial approximation; Chebyshev polynomial fitting; continuous curvature estimation; contour-based corner detection; digital space; discrete curvature estimation; planar curve;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2015.2491