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Elhachemi Guerrout

El-Hachemi Guerrout

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2020 – today

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2023
[j3]
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  - journals/sncs/MahiouGS23
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Ramdane Mahiou, El-Hachemi Guerrout, Mohammed Elhadi Sannef:
Taguchi Design for Setting EHO Variants Parameters: Application in Brain Image Segmentation Using HMRF. SN Comput. Sci. 4(6): 794 (2023)
2021
[i3]
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  - journals/corr/abs-2103-07754
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El-Hachemi Guerrout, Ramdane Mahiou, Randa Boukabene, Assia Ouali:
Image Segmentation Methods for Non-destructive testing Applications. CoRR abs/2103.07754 (2021)
2020
[c7]
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  - conf/aiccsa/GuerroutMMH20
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Elhachemi Guerrout, Ramdane Mahiou, Anfel Melouk, Ines Harmali:
3D Brain Image Segmentation Model using Deep Learning and Hidden Markov Random Fields. AICCSA 2020: 1-8
[i2]
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  - journals/corr/abs-2005-09377
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Elhachemi Guerrout, Ramdane Mahiou, Dominique Michelucci, Randa Boukabene, Assia Ouali:
hidden markov random fields and cuckoo search method for medical image segmentation. CoRR abs/2005.09377 (2020)

2010 – 2019

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2018
[j2]
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Elhachemi Guerrout, Ramdane Mahiou, Samy Ait-Aoudia:
Hidden markov random fields and particle swarm combination for brain image segmentation. Int. Arab J. Inf. Technol. 15(3): 462-468 (2018)
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Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Hidden Markov random field model and Broyden-Fletcher-Goldfarb-Shanno algorithm for brain image segmentation. J. Exp. Theor. Artif. Intell. 30(3): 415-427 (2018)
[c6]
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Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Conjugate Gradient Method for Brain Magnetic Resonance Images Segmentation. CIIA 2018: 561-572
2017
[i1]
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Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Combination of Hidden Markov Random Field and Conjugate Gradient for Brain Image Segmentation. CoRR abs/1705.04823 (2017)
2016
[c5]
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  - conf/icpram/GuerroutAMM16
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Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Hidden Markov Random Fields and Direct Search Methods for Medical Image Segmentation. ICPRAM 2016: 154-161
[c4]
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Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Hidden Markov Random Field model and BFGS algorithm for Brain Image Segmentation. MedPRAI 2016: 7-11
2014
[c3]
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  - conf/iv/Ait-AoudiaGM14
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Samy Ait-Aoudia, Elhachemi Guerrout, Ramdane Mahiou:
Medical Image Segmentation Using Particle Swarm Optimization. IV 2014: 287-291
2012
[c2]
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Samy Ait-Aoudia, Ramdane Mahiou, Hamza Djebli, Elhachemi Guerrout:
Satellite and Aerial Image Mosaicing - A Comparative Insight. IV 2012: 652-657
2011
[c1]
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Samy Ait-Aoudia, Ramdane Mahiou, Elhachemi Guerrout:
Evaluation of Volumetric Medical Images Segmentation Using Hidden Markov Random Field Model. IV 2011: 513-518

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