Title :
A curve tracing algorithm using level set based affine transforms
Author :
Lam, Benson S Y ; Van, H.
Author_Institution :
Dept. of Comput. Eng. & Inf. Technol., City Univ. of Hong Kong, Kowloon, China
Abstract :
Existing curve tracing algorithms drive an evolving curve to the mean or median of the data. However, if the data set contains heavy noise, these algorithms may not produce correct results. In this paper, we introduce a level set based affine transform method to enhance the capability of a class of fuzzy curve tracing algorithms. The essential idea of our approach is to drive the initial curve towards the object data using level sets as well as affine transforms. Experimental results show that the proposed method can enhance fuzzy curve tracing algorithms for dealing with the data corrupted by noise.
Keywords :
affine transforms; curve fitting; image processing; corrupted data; fuzzy curve tracing algorithm; image processing; level set based affine transform; noise; Clustering algorithms; Data engineering; Data mining; Drives; Equations; Fuzzy sets; Image processing; Information technology; Level set; Shape; Affine transform; Fuzzy curve-tracing (FCT) algorithm; Level set method; Pattern thinning; Skeletonization;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571552