# Markov random field

## Papers overview

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Highly Cited

2010

Highly Cited

2010

- IEEE Transactions on Pattern Analysis and Machineâ€¦
- 2010

The efficient application of graph cuts to Markov Random Fields (MRFs) with multiple discrete or continuous labels remains anâ€¦Â (More)

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Highly Cited

2006

Highly Cited

2006

- Technometrics
- 2006

This note contains a list of errata and comments received from readers.Â

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Highly Cited

2005

Highly Cited

2005

- SIGIR
- 2005

This paper develops a general, formal framework for modeling term dependencies via Markov random fields. The model allows forâ€¦Â (More)

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Highly Cited

1998

Highly Cited

1998

- CVPR
- 1998

Markov Random Fields (MRFâ€™s) can be used for a wide variety of vision problems. In this paper we focus on MRFâ€™s with two-valuedâ€¦Â (More)

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Highly Cited

1998

Highly Cited

1998

- IEEE Trans. Image Processing
- 1998

Our noncausal, nonparametric, multiscale, Markov random field (MRF) model is capable of synthesizing and capturing theâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

- IEEE Transactions on Medical Imaging
- 1997

Describes a fully-automatic three-dimensional (3-D)-segmentation technique for brain magnetic resonance (MR) images. By means ofâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

- IEEE Trans. Image Processing
- 1997

This paper presents multiresolution models for Gauss-Markov random fields (GMRFs) with applications to texture segmentationâ€¦Â (More)

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Highly Cited

1994

Highly Cited

1994

- ECCV
- 1994

A variety of computer vision problems can be optimally posed as Bayesian labeling in which the solution of a problem is de-ned asâ€¦Â (More)

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Highly Cited

1986

Highly Cited

1986

- 1986

1. Introduction. Computer vision refers to a variety of applications involving a sensing device, a computer, and software forâ€¦Â (More)

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Highly Cited

1983

Highly Cited

1983

- IEEE Transactions on Pattern Analysis and Machineâ€¦
- 1983

We consider a texture to be a stochastic, possibly periodic, two-dimensional image field. A texture model is a mathematicalâ€¦Â (More)

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