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We suggest a variational model which allows to both denoise and preserve edges on images. Using duality turns the problem into a simpler one, that is analyzed and numerically solved by appropriate methods. Some numerical results for image restoration and edges reconstruction are eventually presented.

A dual algorithm for denoising and preserving edges in image processing