Learning Convex Regularizers for Optimal Bayesian Denoising

16 May 2017

Papers citing "Learning Convex Regularizers for Optimal Bayesian Denoising"

10 / 10 papers shown

Title
Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures Michael Unser Alexis Goujon Stanislas Ducotterd 75 2 0 23 Aug 2024
Non-Local Color Image Denoising with Convolutional Neural Networks Stamatios Lefkimmiatis SupR 44 336 0 21 Nov 2016
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 57 766 0 05 May 2016
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation S. Sreehari S. Venkatakrishnan B. Wohlberg L. Drummy Jeff P. Simmons Charles A. Bouman 70 341 0 23 Dec 2015
Learning optimal nonlinearities for iterative thresholding algorithms Ulugbek S. Kamilov Hassan Mansour 47 108 0 15 Dec 2015
Poisson Inverse Problems by the Plug-and-Play scheme A. Rond Raja Giryes Michael Elad 70 129 0 08 Nov 2015
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Yunjin Chen Thomas Pock DiffM 50 1,189 0 12 Aug 2015
On learning optimized reaction diffusion processes for effective image restoration Yunjin Chen Wei Yu Thomas Pock DiffM 52 323 0 19 Mar 2015
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes Arash A. Amini Ulugbek S. Kamilov E. Bostan M. Unser 54 24 0 19 Oct 2012
Compressible Distributions for High-dimensional Statistics Rémi Gribonval Volkan Cevher Mike E. Davies 77 94 0 07 Feb 2011