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ADAPTIVE HISTOGRAM-BASED FILTER FOR IMAGE RESTORATION
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作者 WangBaoping FanJiulun +1 位作者 XieWeixin WuChengmao 《Journal of Electronics(China)》 2004年第4期306-313,共8页
A novel filter for image restoration is proposed in this paper. The filter estimates histogram of original image via input image. It gets a membership function through the histogram, and the membership function contai... A novel filter for image restoration is proposed in this paper. The filter estimates histogram of original image via input image. It gets a membership function through the histogram, and the membership function contains a lot of information of original image. Then a weighted fuzzy mean filter is established based on this membership function; meanwhile, the filter adaptively adopts different filter scale according to the character divergence of image region and intensity of impulsive noise. Experimental result shows that new filter gives superior performance to conventional filters and currently used fuzzy filter. 展开更多
关键词 HISTOGRAM Impulsive noise Fuzzy filter Image restoration
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