Robust priors for smoothing and image restoration

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

Robust Regression and Outlier Detection

Gregory F. Piepel, Peter J. Rousseeuw, Annick M. Leroy · Technometrics · 1989 · 6.2K citations

Computing, Data Science, Data Analytics +16

Spline Models for Observational Data.

Hans‐Georg Müller, Grace Wahba · Journal of the American Statistical Association · 1991 · 5.1K citations

Natural Sciences, Data Science, Experimental Design +16

Bayesian image restoration, with two applications in spatial statistics

Julian Besag, Jeremy York, Annie Molli� · Annals of the Institute of Statistical Mathematics · 1991 · 4.3K citations

Computing, Computer Science, Bayesian Data Analysis +13

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