An Explicit Solution for Image Restoration using Markov Random Fields

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

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

Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering

Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik et al. · IEEE Transactions on Image Processing · 2007 · 9.2K citations

Arts, Biomedical Engineering, Biomedical Imaging +15

Methods of conjugate gradients for solving linear systems

Magnus R. Hestenes, Eduard Stiefel · Journal of research of the National Bureau of Standards · 1952 · 8K citations · Full text

Computing, Computer Science, Algorithms +14

Bayesian tree-structured image modeling using wavelet-domain hidden Markov models

Justin Romberg, Hyeokho Choi, Richard G. Baraniuk · IEEE Transactions on Image Processing · 2001 · 507 citations

Computing, Computer Science, Bayesian Data Analysis +16