Elhachemi Guerrout

According to our database, Elhachemi Guerrout authored at least 13 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Taguchi Design for Setting EHO Variants Parameters: Application in Brain Image Segmentation Using HMRF.

Ramdane Mahiou, El-Hachemi Guerrout, Mohammed Elhadi Sannef

SN Comput. Sci., November, 2023

2021

Image Segmentation Methods for Non-destructive testing Applications.

El-Hachemi Guerrout, Ramdane Mahiou, Randa Boukabene, Assia Ouali

CoRR, 2021

2020

hidden markov random fields and cuckoo search method for medical image segmentation.

Elhachemi Guerrout, Ramdane Mahiou, Dominique Michelucci, Randa Boukabene, Assia Ouali

CoRR, 2020

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

Elhachemi Guerrout, Ramdane Mahiou, Anfel Melouk, Ines Harmali

Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020

2018

Hidden Markov random field model and Broyden-Fletcher-Goldfarb-Shanno algorithm for brain image segmentation.

Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou

J. Exp. Theor. Artif. Intell., 2018

Hidden markov random fields and particle swarm combination for brain image segmentation.

Elhachemi Guerrout, Ramdane Mahiou, Samy Ait-Aoudia

Int. Arab J. Inf. Technol., 2018

Conjugate Gradient Method for Brain Magnetic Resonance Images Segmentation.

Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou

Proceedings of the Computational Intelligence and Its Applications, 2018

2017

Combination of Hidden Markov Random Field and Conjugate Gradient for Brain Image Segmentation.

Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou

CoRR, 2017

2016

Hidden Markov Random Field model and BFGS algorithm for Brain Image Segmentation.

Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou

Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2016

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

Elhachemi Guerrout, Samy Ait-Aoudia, Dominique Michelucci, Ramdane Mahiou

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2014

Medical Image Segmentation Using Particle Swarm Optimization.

Samy Ait-Aoudia, Elhachemi Guerrout, Ramdane Mahiou

Proceedings of the 18th International Conference on Information Visualisation, 2014

2012

Satellite and Aerial Image Mosaicing - A Comparative Insight.

Samy Ait-Aoudia, Ramdane Mahiou, Hamza Djebli, Elhachemi Guerrout

Proceedings of the 16th International Conference on Information Visualisation, 2012

2011

Evaluation of Volumetric Medical Images Segmentation Using Hidden Markov Random Field Model.

Samy Ait-Aoudia, Ramdane Mahiou, Elhachemi Guerrout

Proceedings of the 15th International Conference on Information Visualisation, 2011