Scene-Adapted plug-and-play algorithm with convergence guarantees

@article{Teodoro2017SceneAdaptedPA,
  title={Scene-Adapted plug-and-play algorithm with convergence guarantees},
  author={Afonso M. Teodoro and Josx00E9 M. Bioucas-Dias and M{\'a}rio A. T. Figueiredo},
  journal={2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)},
  year={2017},
  pages={1-6}
}
Recent frameworks, such as the so-called plug-and-play, allow us to leverage the developments in image denoising to tackle other, and more involved, problems in image processing. As the name suggests, state-of-the-art denoisers are plugged into an iterative algorithm that alternates between a denoising step and the inversion of the observation operator… CONTINUE READING