Title :
FACET: A Fast Approximate Circularity Estimation Technique
Author :
Pal, Shyamosree ; Bhowmick, Partha ; Biswas, Arindam
Author_Institution :
Comput. Sc. & Eng. Dept., IIT Kharagpur, Kharagpur, India
Abstract :
A fast algorithm that approximately estimates the circularity of a digital object is proposed. The algorithm is shown to be capable of incorporating the existing empirical measures of circularity, which are mostly based on area and perimeter computation. The minimum-area orthogonal cover of the object is obtained by a fast combinatorial technique that simultaneously provides approximate measures of the area and the perimeter of the object, wherein lies its strength and novelty. Exhaustive experimentation has been performed to verify the robustness of the algorithm, and some results are furnished in this paper to demonstrate its efficacy and elegance.
Keywords :
combinatorial mathematics; computational geometry; image processing; FACET; Fast Approximate Circularity Estimation Technique; combinatorial technique; digital object circularity estimation; image processing; minimum-area orthogonal cover; object area; object perimeter; shape analysis; Approximation algorithms; Approximation methods; Area measurement; Estimation; Pixel; Radio frequency; Shape; circularity; image processing; pattern recognition; shape analysis;
Conference_Titel :
Emerging Applications of Information Technology (EAIT), 2011 Second International Conference on
Conference_Location :
Kolkata
Print_ISBN :
978-1-4244-9683-9
DOI :
10.1109/EAIT.2011.45