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
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;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5516585