Abstract:Image Deblurring is an ill-posed inverse problem used to reconstruct the sharp image from the unknown blurred image. This process involves restoration of high frequency information from the blurred image. It includes a learning technique which initially focuses on the main edges of the image and then gradually takes details into account. As blind image deblurring is ill-posed, it has infinite number of solutions leading to an ill-conditioned blur operator. So regularization or prior knowledge on both the unkno… Show more
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