DocumentCode :
2248136
Title :
A projection model for Chan-Vese model in level set formulation and its Split Bregman algorithm
Author :
Zhang, Zhimei ; Pan, Zhenkuan ; Wang, Guodong ; Zhao, Ximei ; Ding, Jieyu
Author_Institution :
Coll. of Inf. Eng., Qingdao Univ., Qingdao, China
fYear :
2011
fDate :
17-19 Sept. 2011
Firstpage :
128
Lastpage :
131
Abstract :
In this paper, we propose a variational projection model to diffuse the evolution of Chan-Vese model (i.e., active contours without edges) to be close to a signed distance function, for which has a good geometric feature in level set function formulation. Then, by introducing an auxiliary variable and a Bregman iterative parameter, we build a fast numerical algorithm-a Split Bregman algorithm, for the proposed projection model. Finally, we apply the algorithm to both simulated and real images with different character and get the effective results.
Keywords :
feature extraction; image segmentation; iterative methods; Bregman iterative parameter; Chan-Vese model; Split Bregman algorithm; auxiliary variable; geometric feature; level set function formulation; signed distance function; variational projection model; Active contours; Capacitance-voltage characteristics; Computational modeling; Level set; Mathematical model; Numerical models; Shape; Chan-Vese model; Split Bregman algorithm; Variational model; level sets; signed distance function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2011 IEEE 5th International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-61284-199-1
Type :
conf
DOI :
10.1109/ICCIS.2011.6070314
Filename :
6070314
Link To Document :
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