Constrained restoration and the recovery of discontinuities

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

1984 • 17,865 citations

On the Statistical Analysis of Dirty Pictures

1986 • 4,068 citations

Robust Statistics: The Approach Based on Influence Functions

1987 • 3,948 citations

A personal communication

1989 • 3,163 citations

Robust Statistics: The Approach Based on Influence Functions.

1987 • 1,742 citations

Visual Reconstruction

1987 • 1,672 citations

Visual Reconstruction

1987 • 1,567 citations

Computational vision and regularization theory

1985 • 1,425 citations

Bayesian reconstructions from emission tomography data using a modified EM algorithm

1990 • 1,233 citations

Digital Image Processing

1989 • 1,213 citations

Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields

1987 • 985 citations

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

1987 • 819 citations

Regularization of Inverse Visual Problems Involving Discontinuities

1986 • 773 citations

Probabilistic Solution of Ill-Posed Problems in Computational Vision

1987 • 695 citations

Digital image restoration

1978 • 669 citations

Statistical methods for tomographic image reconstruction

1987 • 589 citations

Constructing simple stable descriptions for image partitioning

1989 • 523 citations

Probabilistic Solution of Ill-Posed Problems in Computational Vision

1987 • 366 citations

Disordered Systems and Biological Organization

1986 • 315 citations

A study of methods of choosing the smoothing parameter in image restoration by regularization

1991 • 302 citations

A renormalization group approach to image processing problems

1989 • 201 citations

Compound Gauss-Markov random fields for image estimation

1991 • 184 citations

Towards Bayesian image analysis

1993 • 159 citations

Regularization methods for linear inverse problems

1986 • 88 citations

Parallel and deterministic algorithms from MRFs: Surface reconstruction and integration

1990 • 87 citations

Regularization of discontinuous flow fields

2003 • 87 citations

Surface Reconstruction Preserving Discontinuities

1984 • 69 citations

Using spatial models as priors in astronomical image analysis

1989 • 68 citations

Using spatial models as priors in astronomical image analysis

1993 • 65 citations

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

1992 • 48 citations

Bayesian Image Analysis

1986 • 38 citations

Generalized graduated nonconvexity algorithm for maximum a posteriori image estimation

2002 • 34 citations

A common framework for image segmentation

2002 • 19 citations

Stochastic relaxation for MAP restoration of gray level images with multiplicative noise

2005 • 5 citations