DocumentCode
3124080
Title
An Addtive Operator Splitting Method for Microscopic Image Segmentation
Author
Han, Zhiming ; Liu, Xianping
Author_Institution
Inst. of Inf. & Spreading Eng., Changchun Univ. of Technol., Changchun, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
4
Abstract
An additive operator splitting(AOS) method is employed in the geodesic active contours model for image segmentation. The numerical discretization scheme is semi-implicit and unconditional stable if balloon force is not employed. It overcomes the time step size restriction for explicit scheme. The method can easily be parallelized and one can gain an accelerated convergence. The experiments show that it has a great promising compared to the explicit scheme and makes the scheme attractive for applications such as medical image processing.
Keywords
convergence of numerical methods; image segmentation; set theory; additive operator splitting method; geodesic active contours model; medical image processing; microscopic image segmentation; numerical discretization scheme; Acceleration; Active contours; Biomedical engineering; Biomedical image processing; Convergence; Image segmentation; Level set; Mechatronics; Microscopy; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5516585
Filename
5516585
Link To Document