文章基本信息

标题：A Novel Approach of Image Restoration Based on Segmentation And Fuzzy Clustering
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作者：Siddharth Saxena ; Rajeev Kumar Singh
期刊名称：International Journal of Signal Processing, Image Processing and Pattern Recognition
印刷版ISSN：2005-4254
出版年度：2014
卷号：7
期号：4
页码：255-264
DOI：10.14257/ijsip.2014.7.4.25
出版社：SERSC
摘要：Image restoration is the process of restoring or deblurring an image which has been undergone certain degradations. In this paper, we proposed a method for image restoration based on segmentation and fuzzy clustering. This Method consider the similar image pair which having common feature corresponding to degraded one in another. This proposed method firstly partition the image into specified segments and then it will use fuzzy clustering to cluster the segment based on their PSNR value and provide the segmentsthat needs to restore which will further used for accuracy of method.The performance of the system is evaluated on the basis of PSNR value. The proposed method shows the higher efficiency compared to existing methods.
关键词：Image Restoration; Segmentation; Fuzzy Logic; PSNR value