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- W2295513668 abstract "Image segmentation and image denoising are two important and fundamental topics in the field of image processing. Geometric active contour model based on level set method can deal with the problem of image segmentation, but it does not consider the problem of image denoising. In this paper, a new diffusion equation model for noisy image segmentation is proposed by incorporating some classical diffusion equation denoising models into the segmental process. An assumption about the connection between the image intensity and level set function is given firstly. Some classical denoising models are employed to describe the evolution of level set function secondly. The final nonlinear diffusion equation model for noisy image segmentation is built thirdly. Then image segmentation and image denoising are combined in a united framework. The segmental results can be presented by level set function. Experimental results show that the new model has the advantage of noise resistance and is superior to traditional segmentation model." @default.
- W2295513668 created "2016-06-24" @default.
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- W2295513668 date "2016-01-01" @default.
- W2295513668 modified "2023-10-15" @default.
- W2295513668 title "A New Nonlinear Diffusion Equation Model for Noisy Image Segmentation" @default.
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- W2295513668 doi "https://doi.org/10.1155/2016/8745706" @default.
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