image denoising

A Flexible Deep CNN Framework for Image Restoration

A Flexible Deep CNN Framework for Image Restoration

Abstract Image restoration is a long-standing problem in image processing and low-level computer vision. Recently, discriminative convolutional neural network (CNN)-based approaches have attracted considerable attention due to their superior performance. […]

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Two-Stage Convolutional Neural Network(CNN) for Medical Noise Removal via Image Decomposition

Two-Stage Convolutional Neural Network (CNN) for Medical Noise Removal via Image Decomposition

Abstract Most of the existing medical image denoising methods focus on estimating either the image or the residual noise. Moreover, they are usually designed for one specific noise with a

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