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# The Noise Clinic: a Blind Image Denoising Algorithm

@article{Lebrun2015TheNC, title={The Noise Clinic: a Blind Image Denoising Algorithm}, author={Marc Lebrun and Miguel Colom and Jean-Michel Morel}, journal={IPOL Journal}, year={2015}, volume={5}, pages={1-54} }

- Published 2015 in IPOL Journal
DOI:10.5201/ipol.2015.125

This paper describes the complete implementation of a blind image denoising algorithm, that takes any digital image as input. In a first step the algorithm estimates a Signal and Frequency Dependent (SFD) noise model. In a second step, the image is denoised by a multiscale adaptation of the Non-local Bayes denoising method. We focus here on a careful analysis of the denoising step and present a detailed discussion of the influence of its parameters. Extensive commented tests of the blind… CONTINUE READING

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