DocumentCode
447552
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
Volume
3
fYear
2005
fDate
10-12 Oct. 2005
Firstpage
2667
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN
0-7803-9298-1
Type
conf
DOI
10.1109/ICSMC.2005.1571552
Filename
1571552
Link To Document