Stochastic stratigraphic modeling using Bayesian machine learning

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

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

Natural Sciences, Mathematics, Probability Theory +16

Spatial Interaction and the Statistical Analysis of Lattice Systems

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 6.2K citations

Computing, Ecology, Plant Ecology +16

On the Statistical Analysis of Dirty Pictures

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1986 · 4.2K citations

Computing, Computer Science, Bayesian Data Analysis +11

Markov Random Field Texture Models

George R. Cross, Anil K. Jain · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1983 · 1.4K citations

Arts, Vision Science, Computer Vision +15