Bias Reduction in Variational Regularization

Nonlinear total variation based noise removal algorithms

L. Rudin, Stanley Osher, Emad Fatemi · Physica D Nonlinear Phenomena · 1992 · 15.7K citations

Engineering, Mathematics, Computational Acoustics +11

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

Antonin Chambolle, Thomas Pock · Journal of Mathematical Imaging and Vision · 2010 · 4.4K citations

Natural Sciences, Computer Science, Mathematics +13

Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems

Mário A. T. Figueiredo, Robert D. Nowak, Stephen J. Wright · IEEE Journal of Selected Topics in Signal Processing · 2007 · 3.5K citations

Natural Sciences, Computer Science, Biomedical Signal Processing +13

An Iterative Regularization Method for Total Variation-Based Image Restoration

Stanley Osher, Martin Burger, Donald Goldfarb et al. · Multiscale Modeling and Simulation · 2005 · 1.8K citations

Engineering, Biomedical Engineering, Biomedical Imaging +16

Total Generalized Variation

Kristian Bredies, Karl Kunisch, Thomas Pock · SIAM Journal on Imaging Sciences · 2010 · 1.5K citations

Natural Sciences, Mathematics, Biomedical Imaging +7