A consistent approach for image de-noising using spatial gradient based bilateral filter and smooth filtering

被引:0
|
作者
Tiwari, Mayank [1 ]
Gupta, Bhupendra [1 ]
机构
[1] Indian Inst Informat Technol Design & Mfg, Jabalpur 482005, Madhya Pradesh, India
关键词
Image Restoration; Noise Removal; Gaussian Noise; Spatial Gradient Based Bilateral Filter;
D O I
10.1117/12.2242273
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an image noise removal method based on spatial gradient based bilateral filter and smooth filtering. Our method consist two step process; in first step, for a given noisy image we extract all of its patches and apply our newly developed spatial gradient based bilateral filter on each patch and get an reference image; in second step we perform smooth filtering on each pixel of the reference image. Experimental results show that our method is consistent and comparable or better than state-of-the-art.
引用
收藏
页数:5
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