Opto-Electronic Engineering, Volume. 35, Issue 12, 112(2008)
Improved C-V Active Contour Model
An improved C-V active contour model was presented,with which the image data force in the C-V model is significantly simplified according to the curve evolution theory.The level set function can be initialized to be zero according to the theory analysis.Distinguished from original C-V model,the level set function of the proposed model is Ordinary Differential Equation(ODE).The proposed model not only has the original C-V model's characteristics,such as the ability of detecting inner edge of the object with inner hole,etc,but also has many advantages as follows:anti-noise performance is good;re-initialization is unnecessary,and the efficiency of global segmentation is dramatically improved;the edges far away from the active contours would be seriously suppressed by setting the Dirac function to be one;the implementation does not require any limitation of time step.The method is validated with both synthetic and real images.Experimental results demonstrate the robustness and efficiency of the model.
Get Citation
Copy Citation Text
ZHANG Kai-hua, ZHOU Wen-gang, ZHANG Zhen, ZHENG Xiao-juan. Improved C-V Active Contour Model[J]. Opto-Electronic Engineering, 2008, 35(12): 112
Category:
Received: Apr. 23, 2008
Accepted: --
Published Online: Mar. 1, 2010
The Author Email: Kai-hua ZHANG (zhkhua@mail.ustc.edu.cn)
CSTR:32186.14.