Title :
An Algorithm for Fast Circular Object Detection Based on Discrete Evolute Distribution
Author :
Tao, Zhang ; Junjie, Guo ; Enxiu, Shi
Author_Institution :
Inst. of Precision Eng., Xi´´an Jiaotong Univ., Xian
Abstract :
Based on the features of circle-like edge in digital image, an algorithm is presented in which the evolute of edge is calculated and from its distribution, the circles are located. The edge of target is first extracted and traced. Then the centers of curvature are calculated by least square fitting in fraction of edge and thus the evolute of edge is worked out. From the evolute distribution and the fitting degree, the circles can be recognized and their radii and centers are calculated. Experiments show that by the proposed method, circle-like target in image can be detected efficiently and accurately. And it is effective even for the distorted and deformed circles.
Keywords :
curve fitting; edge detection; least squares approximations; object detection; statistical distributions; curve fitting; discrete evolute distribution; edge extraction; edge tracing; fast circular object detection; least square fitting; Circle detection; evolute distributon; least square fitting;
Conference_Titel :
Information Science and Engineering, 2008. ISISE '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-2727-4
DOI :
10.1109/ISISE.2008.116