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