The Noise Clinic: a Blind Image Denoising Algorithm

  title={The Noise Clinic: a Blind Image Denoising Algorithm},
  author={Marc Lebrun and Miguel Colom and Jean-Michel Morel},
  journal={IPOL Journal},
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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