Learning Low-Level Vision

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

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

The Laplacian Pyramid as a Compact Image Code

P.M.S. Burt, Edward H. Adelson · IRE Transactions on Communications Systems · 1983 · 6K citations

Arts, Computer Science, Computer Vision +16

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

Bruno A. Olshausen, David J. Field · Nature · 1996 · 5.8K citations

Computing, Computer Science, Neuroscience +16