A blending method based on partial differential equations for image denoising

被引:23
作者
Yahya, Ali Abdullah [1 ]
Tan, Jieqing [1 ]
Hu, Min [1 ]
机构
[1] Hefei Univ Technol, Sch Comp & Informat, Hefei 230009, Peoples R China
基金
中国国家自然科学基金;
关键词
Isotropic diffusion (ID) model; PM model; TV model; image features; EDGE-DETECTION; DIFFUSION; MIXTURES; WAVELETS; SPACE;
D O I
10.1007/s11042-013-1586-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we proposed a new de-noising technique based on combination of isotropic diffusion model, anisotropic diffusion (PM) model, and total variation model. The proposed model is able to be adaptive in each region depending on the information of the image. More precisely, the model performs more diffusion in the flat areas of the image, and less diffusion in the edges of the image. And so we can get rid of the noise, and preserve the edges of the image simultaneously. To verify that, we did several experiments, which showed that our algorithm is the best method for edge preserving and noise removing, compared with the isotropic diffusion, anisotropic diffusion, and total variation methods.
引用
收藏
页码:1843 / 1862
页数:20
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