Bayesian Image Classification Using Markov Random Fields

Maximum Entropy and Bayesian Methods ◽

10.1007/978-94-017-2217-9_45 ◽

1993 ◽

pp. 375-382 ◽

Author(s):

Z. Kato ◽

J. Zerubia ◽

M. Berthod

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

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SAR-image classification with a directional-oriented discrete Hermite transform and Markov random fields

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477) ◽

10.1109/igarss.2003.1294809 ◽

2004 ◽

Author(s):

B. Escalante-Ramirez ◽

P. Lopez-Quiroz ◽

J.L. Silvan-Cardenas

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Sar Image ◽

Hermite Transform ◽

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Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2211882 ◽

2013 ◽

Vol 51 (5) ◽

pp. 2734-2752 ◽

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Support Vector ◽

Integrated Framework ◽

Markov Random ◽

Vector Machines

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Parallel probabilistic relaxation labelling based on Markov random fields for spectral-spatial hyperspectral image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2016.1210837 ◽

2016 ◽

Vol 37 (18) ◽

pp. 4356-4379 ◽

Author(s):

Brajesh Kumar ◽

Onkar Dikshit

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Markov Random ◽

Probabilistic Relaxation

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Hyperspectral image classification based on spectral-spatial features using probabilistic SVM and locally weighted Markov Random Fields

2014 Iranian Conference on Intelligent Systems (ICIS) ◽

10.1109/iraniancis.2014.6802573 ◽

2014 ◽

Author(s):

Mostafa Borhani ◽

Hassn Ghassemian

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Features ◽

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CONTEXTUAL IMAGE CLASSIFICATION APPROACH FOR MONITORING OF AGRICULTURAL LAND COVER BY SUPPORT VECTOR MACHINES AND MARKOV RANDOM FIELDS

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ◽

10.5194/isprsarchives-xl-1-w3-441-2013 ◽

2013 ◽

Vol XL-1/W3 ◽

pp. 441-446

Author(s):

H. Vahidi ◽

E. Monabbati

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Agricultural Land ◽

Support Vector ◽

Classification Approach ◽

Markov Random ◽

Vector Machines

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Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3035642 ◽

2020 ◽

pp. 1-16

Author(s):

Chao Pan ◽

Xiuping Jia ◽

Jie Li ◽

Xinbo Gao

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Edge Preserving ◽

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Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields

Remote Sensing ◽

10.3390/rs8040355 ◽

2016 ◽

Vol 8 (4) ◽

pp. 355 ◽

Author(s):

Haoyang Yu ◽

Lianru Gao ◽

Jun Li ◽

Shan Li ◽

Bing Zhang ◽

...

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Markov Random ◽

Vector Machines

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Combining Gaussian Markov random fields with the discrete-wavelet transform for endoscopic image classification

2009 16th International Conference on Digital Signal Processing ◽

10.1109/icdsp.2009.5201226 ◽

2009 ◽

Author(s):

M. Hafner ◽

A. Gangl ◽

M. Liedlgruber ◽

A. Uhl ◽

A. Vecsei ◽

...

Keyword(s):

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Discrete Wavelet ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Endoscopic Image

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Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2250905 ◽

2014 ◽

Vol 11 (1) ◽

pp. 153-157 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

James E. Fowler

Keyword(s):

Image Classification ◽

Mixture Models ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Hyperspectral Image Classification ◽

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GPU implementation of hyperspectral image classification based on weighted Markov random fields

2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2016.8071791 ◽

2016 ◽

Author(s):

Zebin Wu ◽

Qicong Wang ◽

Antonio Plaza ◽

Jun Li ◽

Jie Wei ◽

...

Keyword(s):

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Markov Random ◽

Gpu Implementation

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