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OALib Journal期刊
ISSN: 2333-9721
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Nonlinear Diffusion Filter with Corner Preserving Characteristics
保护角点的非线性扩散滤波

Keywords: partial differential equation,nonlinear diffusion filter,corner,curvature
偏微分方程
,非线性扩散滤波,角点,曲率

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Abstract:

Nonlinear diffusion filters based on partial differential equations can well preserves the edge information while de-noise effectively, but the corners gradually become rounded and vanish while filtering. A corner preserving nonlinear diffusion filter is proposed, whose diffusion coefficient is the function of the gradient and the curvature. The new model behaves as a Gaussian filter inside the regions and smoothes less across regions; and the smoothing effect is even decreased in the corner points. These effects ensure better preservation of the corner. Visual effect with data analysis of the experiment result proves simultaneous protection of the edge and corner information.

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