Title :
Fuzzy Active Circles Searching for Contour Location
Author :
Zhao Weibin ; Zhou Zhiheng
Author_Institution :
Dept. of Comput. Sci., Guangdong Police Officers Coll., Guangzhou, China
Abstract :
For the contour extraction from the images, the traditional active contour models may trap in local minimum and strongly depend on initial contour. A contour location algorithm based on active circle searching is proposed in this paper. A searching series of circles are used in locating the contour with fuzzy radius reduction and adaptive threshold. And the center of the active circles are also be adjusted by the proposed rules. The simulations also show that the proposed algorithm has a great performance for different kinds of images.
Keywords :
edge detection; feature extraction; adaptive threshold; contour extraction; contour location; fuzzy active circles searching; fuzzy radius reduction; Active contours; Application software; Computational efficiency; Computer science; Computer vision; Data mining; Educational institutions; Electron traps; Fuzzy sets; Pixel;
Conference_Titel :
Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5272-9
DOI :
10.1109/CNMT.2009.5374555