A nonlinear filter for film restoration and other problems in image processing

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

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

Constrained restoration and the recovery of discontinuities

Donald Geman, George O. Reynolds · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1992 · 1.1K citations

Natural Sciences, Mathematics, Computer Vision +13

Probabilistic Solution of Ill-Posed Problems in Computational Vision

José L. Marroquín, Sanjoy K. Mitter, Tomaso Poggio · Journal of the American Statistical Association · 1987 · 699 citations · Full text

Computing, Computer Science, High-performance Computing +14