Hidden Markov Random Fields and Swarm Particles: A Winning Combination in Image Segmentation

IERI Procedia ◽

10.1016/j.ieri.2014.09.065 ◽

2014 ◽

Vol 10 ◽

pp. 19-24 ◽

Cited By ~ 9

Author(s):

El-Hachemi Guerrout ◽

Ramdane Mahiou ◽

Samy Ait-Aoudia

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Markov Random

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Hidden Markov Random Fields and Direct Search Methods for Medical Image Segmentation

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0005658501540161 ◽

2016 ◽

Cited By ~ 1

Author(s):

El-Hachemi Guerrout ◽

Samy Ait-Aoudia ◽

Dominique Michelucci ◽

Ramdane Mahiou

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Medical Image ◽

Markov Random Fields ◽

Hidden Markov ◽

Direct Search ◽

Medical Image Segmentation ◽

Search Methods ◽

Direct Search Methods ◽

Markov Random

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3D Brain Image Segmentation Model using Deep Learning and Hidden Markov Random Fields

2020 IEEE/ACS 17th International Conference on Computer Systems and Applications (AICCSA) ◽

10.1109/aiccsa50499.2020.9316501 ◽

2020 ◽

Author(s):

El-Hachemi Guerrout ◽

Ramdane Mahiou ◽

Anfel Melouk ◽

Ines Harmali

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Brain Image ◽

Markov Random ◽

Brain Image Segmentation

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Infrared Image Segmentation using Hidden Markov Random Fields and Expectation-maximization Algorithm

Information Technology Journal ◽

10.3923/itj.2013.8494.8499 ◽

2013 ◽

Vol 12 (24) ◽

pp. 8494-8499

Author(s):

Wang Li ◽

Zeng Pei-Pei

Keyword(s):

Image Segmentation ◽

Expectation Maximization ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Expectation Maximization Algorithm ◽

Infrared Image ◽

Markov Random ◽

Infrared Image Segmentation

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Pairwise and Hidden Markov Random Fields in Image Segmentation

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287383 ◽

2021 ◽

Author(s):

Jean-Baptiste Courbot ◽

Vincent Mazet

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Markov Random

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Predicting Entity Relationships Using Hidden Markov Random Fields. An Application to Conversion of Greeklish Text

2019 3rd European Conference on Electrical Engineering and Computer Science (EECS) ◽

10.1109/eecs49779.2019.00034 ◽

2019 ◽

Author(s):

Dimitrios James Makris ◽

Nikolaos Papadakis

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Markov Random ◽

Entity Relationships

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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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Pixon-based image segmentation with markov random fields

IEEE Transactions on Image Processing ◽

10.1109/tip.2003.817242 ◽

2003 ◽

Vol 12 (12) ◽

pp. 1552-1559 ◽

Cited By ~ 41

Author(s):

Faguo Yang ◽

Tianzi Jiang

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random

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Image segmentation by fusion of low level and domain specific information via Markov Random Fields

Pattern Recognition Letters ◽

10.1016/j.patrec.2014.05.010 ◽

2014 ◽

Vol 46 ◽

pp. 75-82 ◽

Cited By ~ 10

Author(s):

Ozge Oztimur Karadag ◽

Fatos T. Yarman Vural

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Specific Information ◽

Low Level ◽

Domain Specific ◽

Markov Random

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Unsupervised Image Segmentation Using Markov Random Fields

Artificial Intelligence and Neural Networks - Lecture Notes in Computer Science ◽

10.1007/11803089_19 ◽

2006 ◽

pp. 158-167

Author(s):

Abdulkadir Şengür ◽

İbrahim Türkoğlu ◽

M. Cevdet İnce

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Unsupervised Image Segmentation

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Bayesian Clustering Using Hidden Markov Random Fields in Spatial Population Genetics

Genetics ◽

10.1534/genetics.106.059923 ◽

2006 ◽

Vol 174 (2) ◽

pp. 805-816 ◽

Cited By ~ 215

Author(s):

Olivier François ◽

Sophie Ancelet ◽

Gilles Guillot

Keyword(s):

Population Genetics ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Bayesian Clustering ◽

Spatial Population ◽

Markov Random

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