A non-local regularization strategy for image deconvolution

  title={A non-local regularization strategy for image deconvolution},
  author={Max Mignotte},
  journal={Pattern Recognition Letters},
In this paper, we propose an inhomogeneous restoration (deconvolution) model under the Bayesian framework exploiting a non parametric adaptive prior distribution derived from the appealing and natural image model recently proposed by Buades et al. (2005) for pure denoising applications. This prior expresses that acceptable restored solutions are likely the images exhibiting a high degree of redundancy. In other words, this prior will favor solutions (i.e., restored images) with similar pixel… CONTINUE READING
33 Citations
27 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 33 extracted citations


Publications referenced by this paper.
Showing 1-10 of 27 references

A review of image denoising algorithms, with a new one

  • A. Buades, B.Coll, Morel, J.-M.
  • SIAM Multiscale Modeling and Simulation (SIAM…
  • 2005
Highly Influential
12 Excerpts

Similar Papers

Loading similar papers…