Numerical Methods for Parameter Estimation in Poisson Data Inversion

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

Arts, Biomedical Engineering, Bayesian Data Analysis +16

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

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

Computing, Computer Science, Machine Learning +13

Maximum Likelihood Reconstruction for Emission Tomography

L. A. Shepp, Y. Vardi · IEEE Transactions on Medical Imaging · 1982 · 4.4K citations

Engineering, Radiology, Bayesian Data Analysis +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

Bayesian-Based Iterative Method of Image Restoration*

William Hadley Richardson · Journal of the Optical Society of America · 1972 · 4.1K citations

Computing, Vision Science, Bayesian Data Analysis +11