DocumentCode
3352540
Title
GALBF: Geodesic-Aided LBF method
Author
Haiyong Xu ; Guotao Wang
Author_Institution
Coll. of Sci. & Technol., Ningbo Univ., Ningbo, China
Volume
1
fYear
2011
fDate
12-14 Aug. 2011
Firstpage
368
Lastpage
372
Abstract
In this paper, we propose a new active contour model that can be used to segment images with intensity inhomogeneities. The proposed method integrates geodesic curves with LBF method. We refer to this as the Geodesic-Aided LBF method. Moreover, a novel method based on local information for variational level set is added to the level set regularization term in the energy functional. It can not only ensure accurate computation, but also avoid expensive re-initialization of the level set function. Experiments on synthetic and real images demonstrate the advantages of the proposed model over the C-V model and the LBF model in terms of efficiency.
Keywords
differential geometry; image segmentation; C-V model; GALBF; active contour model; geodesic curves; geodesic-aided LBF method; image segmentation; intensity inhomogeneities; Active contours; Capacitance-voltage characteristics; Computational modeling; Image edge detection; Image segmentation; Level set; Mathematical model; Active Contour; C-V Model; Geodesic Active Contour; Image Segmentation; LBF Model; Level set;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location
Harbin, Heilongjiang, China
Print_ISBN
978-1-61284-087-1
Type
conf
DOI
10.1109/EMEIT.2011.6022954
Filename
6022954
Link To Document