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ORCIDElhachemi Guerrout
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Journal Articles
- 2023
[j3]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)- 2018
- [j2]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) - [j1]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)
Conference and Workshop Papers
- 2020
- [c7]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 - 2018
- [c6]Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou:
Conjugate Gradient Method for Brain Magnetic Resonance Images Segmentation. CIIA 2018: 561-572 - 2016
- [c5]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]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]Samy Ait-Aoudia, Elhachemi Guerrout, Ramdane Mahiou:
Medical Image Segmentation Using Particle Swarm Optimization. IV 2014: 287-291 - 2012
- [c2]Samy Ait-Aoudia, Ramdane Mahiou, Hamza Djebli, Elhachemi Guerrout:
Satellite and Aerial Image Mosaicing - A Comparative Insight. IV 2012: 652-657 - 2011
- [c1]Samy Ait-Aoudia, Ramdane Mahiou, Elhachemi Guerrout:
Evaluation of Volumetric Medical Images Segmentation Using Hidden Markov Random Field Model. IV 2011: 513-518
Informal and Other Publications
- 2021
- [i3]El-Hachemi Guerrout, Ramdane Mahiou, Randa Boukabene, Assia Ouali:
Image Segmentation Methods for Non-destructive testing Applications. CoRR abs/2103.07754 (2021) - 2020
- [i2]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) - 2017
- [i1]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)
Coauthor Index
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