earticle

영어

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.