Opto-Electronic Engineering, Volume. 35, Issue 12, 112(2008)

Improved C-V Active Contour Model

ZHANG Kai-hua*, ZHOU Wen-gang, ZHANG Zhen, and ZHENG Xiao-juan
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  • [in Chinese]
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    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.

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    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

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    Paper Information

    Category:

    Received: Apr. 23, 2008

    Accepted: --

    Published Online: Mar. 1, 2010

    The Author Email: Kai-hua ZHANG (zhkhua@mail.ustc.edu.cn)

    DOI:

    CSTR:32186.14.

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