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The Image denoising remains a challenge for researchers because noise removal introduces artifacts and causes blurring of the images. Image sensors collect the data sets which are contaminated by noise due to imperfect instruments; disturbed natural phenomenon can also degrade the quality of data of interest. Noise can also be introduced in images due to transmission and compression of images. In this paper we introduce some different type if noise that is Gaussian noise AWGN, Impulsive noisefatcat:t5ug64qssrcoxl4un57kgsyouq