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Canny edge detection algorithm based on anisotropic diffusion equations
基于各向异性扩散方程的Canny边缘检测算法

Keywords: edge detection,Canny algorithm,Gaussian filter,anisotropic diffusion equations,image enhancement
边缘检测
,Canny算法,高斯滤波,各向异性扩散方程,图像增强

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Abstract:

The Canny edge detection algorithm which used Gaussian filter for smoothing the image may lead to lower SNR and higher edge location error, which produced false edge and corner roundness. To solve these problems, an improved edge detection algorithm was proposed by replacing Gaussian filter with anisotropic diffusion equations, and the image enhancement was carried out after diffusion. Experimental results show that the accuracy of edge detection is improved evidently, and a much better edge detection effect is obtained.

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