Statistical Inference on Markov Random Fields: Parameter Estimation, Asymptotic Evaluation and Contextual Classification of NMR Multispectral Images

Pattern Recognition ◽

10.5772/7542 ◽

2009 ◽

Author(s):

Alexandre L. M. Levada ◽

Nelson D. A. Mascarenhas ◽

Alberto Tannus

Keyword(s):

Parameter Estimation ◽

Statistical Inference ◽

Random Fields ◽

Markov Random Fields ◽

Multispectral Images ◽

Markov Random ◽

Asymptotic Evaluation

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Multiresolution Supervised Classification of Panchromatic and Multispectral Images by Markov Random Fields and Graph Cuts

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2547027 ◽

2016 ◽

Vol 54 (9) ◽

pp. 5054-5070 ◽

Cited By ~ 16

Author(s):

Gabriele Moser ◽

Andrea De Giorgi ◽

Sebastiano Bruno Serpico

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Supervised Classification ◽

Graph Cuts ◽

Multispectral Images ◽

Markov Random

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Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts

2011 17th International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2011.6005014 ◽

2011 ◽

Cited By ~ 5

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Graph Cuts ◽

Multispectral Images ◽

Markov Random ◽

Joint Classification

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Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields

Geocarto International ◽

10.1080/10106049.2017.1303087 ◽

2017 ◽

Vol 33 (8) ◽

pp. 771-790 ◽

Cited By ~ 4

Author(s):

Elham Kordi Ghasrodashti ◽

Mohammad Sadegh Helfroush ◽

Habibollah Danyali

Keyword(s):

Wavelet Transform ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Hyperspectral Images ◽

Spatial Classification ◽

Markov Random

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On a parameter estimation method for Gibbs-Markov random fields

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/34.277597 ◽

1994 ◽

Vol 16 (4) ◽

pp. 424-430 ◽

Cited By ~ 11

Author(s):

M.I. Gurelli ◽

L. Onural

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Estimation Method ◽

Parameter Estimation Method ◽

Markov Random

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Classification of multitemporal SAR images using convolutional neural networks and Markov random fields

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127432 ◽

2017 ◽

Cited By ~ 2

Author(s):

Carolyne Danilla ◽

Claudio Persello ◽

Valentyn Tolpekin ◽

John Ray Bergado

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Random Fields ◽

Markov Random Fields ◽

Sar Images ◽

Markov Random

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Classification of hyperspectral spatial/spectral patterns using Gauss-Markov random fields

10.1117/12.666041 ◽

2006 ◽

Cited By ~ 3

Author(s):

Heidi A. Smartt ◽

J. Scott Tyo

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Gauss Markov Random Fields ◽

Spectral Patterns

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Model parameter estimation for 2D noncausal Gauss-Markov random fields

Proceedings of 1995 IEEE International Symposium on Information Theory ◽

10.1109/isit.1995.531528 ◽

2002 ◽

Cited By ~ 1

Author(s):

R. Cusani ◽

E. Baccarelli ◽

S. Galli

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Model Parameter ◽

Model Parameter Estimation ◽

Markov Random ◽

Gauss Markov Random Fields

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Parameter Estimation in Hidden Fuzzy Markov Random Fields and Image Segmentation

Graphical Models and Image Processing ◽

10.1006/gmip.1997.0431 ◽

1997 ◽

Vol 59 (4) ◽

pp. 205-220 ◽

Cited By ~ 83

Author(s):

Fabien Salzenstein ◽

Wojciech Pieczynski

Keyword(s):

Parameter Estimation ◽

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random

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Spectral–Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2013.2263282 ◽

2014 ◽

Vol 52 (5) ◽

pp. 2565-2574 ◽

Cited By ~ 108

Author(s):

Pedram Ghamisi ◽

Jon Atli Benediktsson ◽

Magnus Orn Ulfarsson

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Hyperspectral Images ◽

Spatial Classification ◽

Markov Random

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Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features

10.1117/12.865023 ◽

2010 ◽

Cited By ~ 1

Author(s):

Aurélie Voisin ◽

Gabriele Moser ◽

Vladimir A. Krylov ◽

Sebastiano B. Serpico ◽

Josiane Zerubia

Keyword(s):

High Resolution ◽

Mixture Models ◽

Random Fields ◽

Urban Areas ◽

Markov Random Fields ◽

Textural Features ◽

Sar Images ◽

Markov Random ◽

Very High

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