Title :
Lattice Boltzmann Method of Active Contour for Image Segmentation
Author :
Wang, ZhiQiang ; Yan, Zhuangzhi ; Chen, George
Author_Institution :
Shenzhen Inst. of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
Abstract :
In this paper, Lattice Boltzmann Method (LBM) has been proposed to simulate the well known active contour model (the CV model) for image segmentation. The proposed method provides a new numerical solution for solving the level set equation of the active contour model. As a local and explicit scheme, the algorithm based on LBM is not only stable with large steps, but also overcomes the difficulty in parallel computing of most implicit difference approaches. Experimental results demonstrate that LBM is computationally more efficient than the semi-implicit discrete method of CV model.
Keywords :
image segmentation; lattice Boltzmann methods; parallel processing; Lattice Boltzmann method; active contour model; image segmentation; level set equation; parallel computing; semiimplicit discrete method; Active contours; Computational modeling; Image segmentation; Lattices; Level set; Mathematical model; Numerical models;
Conference_Titel :
Image and Graphics (ICIG), 2011 Sixth International Conference on
Conference_Location :
Hefei, Anhui
Print_ISBN :
978-1-4577-1560-0
Electronic_ISBN :
978-0-7695-4541-7
DOI :
10.1109/ICIG.2011.138