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

DOI10.1109/TPAMI.1984.4767596zbMath0573.62030OpenAlexW2020999234WikidataQ52693001 ScholiaQ52693001MaRDI QIDQ3690861

Donald Geman, Stuart Geman

Publication date: 1984

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/tpami.1984.4767596

zbMATH Keywords

Markov random fieldGibbs distributionimage restorationMAP estimatestochastic relaxationline processscene modelingmaximizing the conditional distributionspatial degradationstatistical lattice based systems

Mathematics Subject Classification ID

Bayesian inference (62F15) Pattern recognition, speech recognition (68T10)