PhD, Image and Signal Processing ; HDR
Profile on HAL
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Contact
- City Descartes
- 2 boulevard Blaise Pascal - BP 99, 93162 Noisy-le-Grand Cedex
- Office 5358 (5th building, 3rd floor)
- Phone : 01 45 92 60 95 / Fax : 01 45 92 66 99
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Biographical landmarks
Rostom Kachouri : Higher education Teacher-Researcher at ESIEE Paris Engineering School; and Member of the A3SI team (Algorithmes, Architectures, Analyse et Synth�se d'images), CNRS Computer Science Laboratory (UMR 8049 LIGM), Gaspard-Monge Institute of Gustave Eiffel University (UGE).
2024: Obtained the HDR (habilitation diploma) in Signal and Image Processing from Gustave Eiffel University (UGE).
From Sep. 2024: Co-Head of apprenticeship engineering DATA and Applications - Artificial Intelligence for Industry and Services, under FISEA status, ESIEE Paris, Descartes City, "Perrault" Building.
2023 - 2024: CNRS delegation: ETIS Laboratory, ENSEA Engineering School and University of Cergy-Pontoise ; CNRS / INS2I.
Since 2019: Co-Head of apprenticeship engineering Informatique et applications - Ing�nierie 3D et technologie des m�dias, under FISA status, ESIEE Paris, Descartes City, "Perrault" Building.
2016: Qualified as Lecturer on section 27, qualification N�: MCF-2016-27-16227216745.
2015 - 2019: Head of apprenticeship engineering Informatique et applications - Ing�nierie 3D et technologie des m�dias, under FISA status, ESIEE Paris, St. Christoher Park, Cergy Site.
Since 2012 : Associate Professor ESIEE Paris - LIGM, Universit� de Paris-Est, France.
2011: Qualified as Lecturer on section 61, qualification N�: MCF-2011-61-11261216745.
2010 - 2012: Postdoctoral researcher with SAGEMCOM, as part of the industrial project Demat+, France.
2010: PhD, Image and Signal Processing, IBISC Laboratory attached to l'Universit� d'Evry-Val d'Essonne (UEVE). Distinction, "Very honorable mention".
2008: Assistant Professor (ATER) to the Faculty of Science and Technology of l'Universit� d'Evry-Val d'Essonne (UEVE), France.
2005: Assistant Professor to the computer departement of the engineering school l'Ecole Nationale des Ing�nieurs de Sfax (ENIS), Tunisia.
2004: Master Recherche en G�nie Informatique, �cole Nationale des Ing�nieurs de Sfax (ENIS), Tunisia. Very good mention.
2003: Ingineer from �cole Nationale des Ing�nieurs de Sfax (ENIS), Tunisia.
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Teaching
Provided courses :
- Optimisation et introduction � l'IA,
- Intelligence Artificielle pour l'image - OpenCV, Tensorflow, Python -,
- Vision et traitement d'images embarqu� / optimisation des temps de calcul - Sabre_Freescale -,
- Algorithmique et initiation � la programmation - C, Python, Java -,
- Apprentissage Par Projet de la Programmation (A3P) - Java -,
- Architecture des ordinateurs et programmation ARM - Cortex A9 & Cortex M3 -,
- �lectronique num�rique - Simulink, MathWorks -.
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Research
Research topics and interests :
- Deep Learning; Machine Learning; Artificial Intelligence; Computer vision; Image Recognition;
- Bases d'image biom�triques, m�dicales, et h�t�rog�nes (CBIR),
- D�veloppement d'outils d'aide au diagnostic de pathologies oculaires : Glaucome, DMLA, R�tinopathie Diab�tique,
- Pr�diction des tumeurs c�r�brales : Analyse d'images IRM, Segmentation des r�gions tumorales de Glioblastomes (GBM),
- Reconnaissance Optique de Caract�re (ROC),
- Ad�quation Algorithmes-Architectures (AAA).
Doctoral thesis :
Multi-model classification of images in heterogeneous databases;
Publications :
UGE HAL Portail.
Research activities & Supervisions:
- Doctoral supervision: defended theses:
Th�se de Mr Mahmoud Soua, - Ecole doctorale : Universit� Paris-Est -, Titre : Extraction hybride et description structurelle de caract�res pour la reconnaissance efficace de texte dans les documents h�t�rog�nes scann�s : M�thodes et Algorithmes parall�les. D�but Septembre 2012, soutenue le 8 novembre 2016.
Th�se de Mlle Takwa Chihaoui, - Cotutelle entre l'�cole nationale d'ing�nieurs de Tunis (ENIT) _ Universit� Paris-Est -, Titre : Syst�me d'authentification des personnes en utilisant l'arbre de vaisseau r�tinien comme mod�le biom�trique. D�but Septembre 2014, soutenue le 6 d�cembre 2018.
Th�se de Mr Mostefa Ben Naceur - Cotutelle entre l'universit� de Biskra, Algerie (UMKB) _ Universit� Paris-Est -, Titre : Deep Neural Networks for the segmentationand classification in Medical Imaging: Use case: Glioblastomabrain tumor segmentation. D�but 2016, soutenue le 17 septembre 2020.
Th�se de Mr Sofien Ben Sayadia
Th�se de Mr Mohamed Amin Ben Atitallah
Th�se de Mr Amed Mvoulana
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Links
- Very good quality images, free of rights : Pixabay
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