A stochastic method for Bayesian estimation of hidden Markov random field models with application to a color model

F. Destrempes; M. Mignotte; J.-F. Angers

doi:10.1109/tip.2005.851710

A stochastic method for Bayesian estimation of hidden Markov random field models with application to a color model

IEEE Transactions on Image Processing ◽

10.1109/tip.2005.851710 ◽

2005 ◽

Vol 14 (8) ◽

pp. 1096-1108 ◽

Cited By ~ 21

Author(s):

F. Destrempes ◽

M. Mignotte ◽

J.-F. Angers

Keyword(s):

Random Field ◽

Bayesian Estimation ◽

Markov Random Field ◽

Hidden Markov ◽

Stochastic Method ◽

Color Model ◽

Markov Random ◽

Hidden Markov Random Field

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Fusion of Hidden Markov Random Field Models and Its Bayesian Estimation

IEEE Transactions on Image Processing ◽

10.1109/tip.2006.877522 ◽

2006 ◽

Vol 15 (10) ◽

pp. 2920-2935 ◽

Cited By ~ 19

Author(s):

F. Destrempes ◽

J.-F. Angers ◽

M. Mignotte

Keyword(s):

Random Field ◽

Bayesian Estimation ◽

Markov Random Field ◽

Hidden Markov ◽

Markov Random ◽

Hidden Markov Random Field

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Image Haze Removal Based on Transmission Map Using Hidden Markov Random Field Model

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e97.a.1820 ◽

2014 ◽

Vol E97.A (8) ◽

pp. 1820-1822 ◽

Cited By ~ 1

Author(s):

Min-Hyuk LEE ◽

Oh-Seol KWON

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Random Field Model ◽

Haze Removal ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field

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Optimal filters for a hidden Markov random field model

Mathematical and Computer Modelling ◽

10.1016/s0895-7177(00)00107-2 ◽

2000 ◽

Vol 31 (13) ◽

pp. 1-9

Author(s):

L. Aggoun ◽

L. Benkherouf ◽

A. Benmerzouga

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Random Field Model ◽

Markov Random Field Model ◽

Optimal Filters ◽

Markov Random ◽

Hidden Markov Random Field

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Image segmentation for automatic particle identification in electron micrographs based on hidden Markov random field models and expectation maximization

Journal of Structural Biology ◽

10.1016/j.jsb.2003.11.028 ◽

2004 ◽

Vol 145 (1-2) ◽

pp. 123-141 ◽

Cited By ~ 14

Author(s):

V Singh

Keyword(s):

Image Segmentation ◽

Random Field ◽

Electron Micrographs ◽

Markov Random Field ◽

Expectation Maximization ◽

Hidden Markov ◽

Particle Identification ◽

Markov Random ◽

Hidden Markov Random Field

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Comparison of hidden Markov chain models and hidden Markov random field models in estimation of computed tomography images

Communications in Statistics Case Studies Data Analysis and Applications ◽

10.1080/23737484.2018.1473059 ◽

2018 ◽

Vol 4 (1) ◽

pp. 46-55 ◽

Cited By ~ 1

Author(s):

Kristi Kuljus ◽

Fekadu L. Bayisa ◽

David Bolin ◽

Jüri Lember ◽

Jun Yu

Keyword(s):

Computed Tomography ◽

Markov Chain ◽

Random Field ◽

Markov Random Field ◽

Hidden Markov ◽

Hidden Markov Chain ◽

Markov Chain Models ◽

Computed Tomography Images ◽

Markov Random ◽

Hidden Markov Random Field

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Learning the Parameters of a Hidden Markov Random Field Image Model: A Simple Example

Pattern Recognition Theory and Applications ◽

10.1007/978-3-642-83069-3_13 ◽

1987 ◽

pp. 141-163 ◽

Cited By ~ 15

Author(s):

Pierre A. Devijver ◽

Michel M. Dekesel

Keyword(s):

Random Field ◽

Markov Random Field ◽

Hidden Markov ◽

Image Model ◽

Markov Random ◽

Hidden Markov Random Field

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Hidden Markov random field models applied to color homogeneity evaluation in dyed textile images

Environmetrics ◽

10.1002/env.2613 ◽

2019 ◽

Vol 31 (4) ◽

Author(s):

Victor Freguglia ◽

Nancy L. Garcia ◽

Juliano L. Bicas

Keyword(s):

Random Field ◽

Markov Random Field ◽

Hidden Markov ◽

Markov Random ◽

Hidden Markov Random Field

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Image Dehazing using Transmission Map Based on Hidden Markov Random Field Model

Journal of the Institute of Electronics and Information Engineers ◽

10.5573/ieie.2014.51.1.145 ◽

2014 ◽

Vol 51 (1) ◽

pp. 145-151

Author(s):

Min-Hyuk Lee ◽

Oh-Seol Kwon

Keyword(s):

Random Field ◽

Markov Random Field ◽

Field Model ◽

Hidden Markov ◽

Image Dehazing ◽

Random Field Model ◽

Markov Random Field Model ◽

Markov Random ◽

Hidden Markov Random Field

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Detection of Vascular Plaque from Optical Coherence Tomography Images Using Hidden Markov Random Field Based Segmentation

Biophotonics Congress: Biomedical Optics Congress 2018 (Microscopy/Translational/Brain/OTS) ◽

10.1364/translational.2018.jth3a.48 ◽

2018 ◽

Author(s):

Ammu Prakash ◽

Mark Hewko ◽

Michael Sowa ◽

Sherif S. Sherif

Keyword(s):

Optical Coherence Tomography ◽

Random Field ◽

Markov Random Field ◽

Hidden Markov ◽

Optical Coherence ◽

Markov Random ◽

Hidden Markov Random Field

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FMRI image segmentation based on hidden Markov random field with directional statistics observation model

Twelfth International Conference on Machine Vision (ICMV 2019) ◽

10.1117/12.2559545 ◽

2020 ◽

Author(s):

Oleg Lukashenko ◽

Sergey Chernyaev

Keyword(s):

Image Segmentation ◽

Random Field ◽

Markov Random Field ◽

Hidden Markov ◽

Observation Model ◽

Directional Statistics ◽

Markov Random ◽

Hidden Markov Random Field

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