A Combined First and Second Order Variational Approach for Image Reconstruction

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 54.1K citations

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2010 · 15.6K citations

Statistical Learning, Engineering, Machine Learning +8

Nonlinear total variation based noise removal algorithms

L. Rudin, Stanley Osher, Emad Fatemi · Physica D Nonlinear Phenomena · 1992 · 15.4K citations

Engineering, Nonlinear Total Variation, Noise +5

The Split Bregman Method for L1-Regularized Problems

Tom Goldstein, Stanley Osher · SIAM Journal on Imaging Sciences · 2009 · 4.3K citations

Numerical Analysis, Mathematical Programming, Split Bregman Method +20

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

Antonin Chambolle, Thomas Pock · Journal of Mathematical Imaging and Vision · 2010 · 4.3K citations

Numerical Analysis, Mathematical Programming, Image Reconstruction +14