Wavelet-Constrained Image Restoration

@article{Combettes2004WaveletConstrainedIR,
  title={Wavelet-Constrained Image Restoration},
  author={Patrick L. Combettes and Jean-Christophe Pesquet},
  journal={IJWMIP},
  year={2004},
  volume={2},
  pages={371-389}
}
Image restoration problems can naturally be cast as constrained convex programming problems in which the constraints arise from a priori information and the observation of signals physically related to the image to be recovered. In this paper, the focus is placed on the construction of constraints based on wavelet representations. Using a mix of statistical and convex-analytical tools, we propose a general framework to construct wavelet-based constraints. The resulting optimization problem is… CONTINUE READING

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