15 citations · 25 across the 2 of their papers we have counts for
4 papers
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
The recently proposed plug-and-play (PnP) framework allows leveraging recent developments in image denoising to tackle other, more involved, imaging inverse problems. In a PnP meth…
Scene-adapted plug-and-play algorithm with convergence guarantees
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
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. A…
Image Restoration with Locally Selected Class-Adapted Models
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
State-of-the-art algorithms for imaging inverse problems (namely deblurring and reconstruction) are typically iterative, involving a denoising operation as one of its steps. Using…
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
This paper proposes using a Gaussian mixture model as a prior, for solving two image inverse problems, namely image deblurring and compressive imaging. We capitalize on the fact th…