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The book is dealing with image restoration technique. Image deblurring can be formulated as the inverse process of image blurring. Image deconvolution refers to the act of minimize the blur quantity from a blurred image and discover the sharp and clear original image. We have taken motion blur estimation method which will extract the features from the frequency domain of the image. This method has low complexity as compare to other estimation methods like radon, steerable filter methods.