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Rostom Kachouri

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**Presentation:** ================= ##### Rostom Kachouri received his Engineer and Master degrees from the National Engineering School of Sfax (ENIS) respectively in 2003 and 2004. In 2010, he received his Ph.D. in Image and Signal Processing from the University of Evry Val d’Essonne. ##### From 2005 to 2010, Dr. Kachouri was an Assistant Professor at the National Engineering School of Sfax (ENIS) and then at the University of Evry Val d’Essonne. ##### From 2010 to 2012, He held a post-doctoral position as part of a project with the high technology group SAGEMCOM. ##### Dr. Kachouri is currently Associate Professor in the Computer Science Department and Head of apprenticeship computer and application engineering at ESIEE, Paris. ##### He is member of the Institut Gaspard-Monge, unité mixte de recherche CNRS-UMLPE-ESIEE, UMR 8049. ##### His main research interests include pattern recognition, machine learning, clustering and Algorithm-Architecture Matching. **Biographical references:** ============================ - Since 2019: Head of apprenticeship engineering [Informatique et applications - Ingénierie 3D et technologie des médias](http://www.esiee.fr/fr/formations/ingenieur-par-apprentissage/informatique-et-applications), Cité Descartes, Noisy Site. - 2016: Qualified as Lecturer on [section 27](http://www.conseil-national-des-universites.fr/), qualification N°: MCF-2016-27-16227216745. - 2015 - 2019: Head of apprenticeship engineering [Informatique et applications - Ingénierie 3D et technologie des médias](http://www.esiee.fr/fr/formations/ingenieur-par-apprentissage/informatique-et-applications), St. Christoher Park, Cergy Site. - Since 2012: Associate Professor [ESIEE Paris](http://www.esiee.fr) - [LIGM](http://ligm.u-pem.fr/), [Université de Paris-Est](http://www.u-pem.fr/), France. - 2011: Qualified as Lecturer on [section 61](http://www.conseil-national-des-universites.fr/), qualification N°: MCF-2011-61-11261216745. - 2010 - 2012: Postdoctoral researcher with [SAGEMCOM](http://www.sagemcom.com), as part of the industrial project [Demat+](http://www.sagemcom.com/fr/grand-public/dematerialisation/), France. - 2010: Doctor in Image and Signal Processing (Phd), [IBISC](https://www.ibisc.univ-evry.fr/) Laboratory attached to [Université d'Evry-Val d'Essonne (UEVE)](http://www.univ-evry.fr/fr/index.html). Very honorable mention. - 2008: Assistant Professor (ATER) to the Faculty of Science and Technology of [Université d'Evry-Val d'Essonne (UEVE)](http://www.univ-evry.fr/), France. - 2005: Assistant Professor to the computer departement of the engineering school [Ecole Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn), Tunisia. - 2004: Computer Master Research, [Ecole Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn/site/enis_fr/), Tunisia. Very good mention. - 2003: Ingineer from [Ecole Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn/site/enis_fr/), Tunisia.
**Présentation :** ================== ##### Rostom KACHOURI est ingénieur-docteur en Traitement des images et du signal. ##### Depuis 2004, Rostom Kachouri a occupé des postes de professeur adjoint dans plusieurs établissements universitaires en France et en Tunisie. Entre 2010 et 2012, il a occupé un poste de recherche Post-Doctoral dans le cadre d'un projet industriel avec le groupe SAGEMCOM, France. Actuellement, il est Professeur associé au département Informatique et Télécommunications (IT), ESIEE Paris, Responsable de la filière par apprentissage "Informatique et Application - Ingénierie 3D et technologie des médias" et membre de l’Équipe Algorithmes, Architectures, Analyse et Synthèse d'Images (A3SI) du Laboratoire Informatique Gaspard Monge de l'Université de Paris-Est CNRS (UMR 8049 LIGM). ##### Ses travaux de recherche portent essentiellement sur : - Reconnaissance d'images par le contenu (CBIR) : Traitement et analyse d’images dans les bases biométriques, médicales, et hétérogènes ; Apprentissage ; Deep & Machine Learning ; Segmentation ; Aide au diagnostic de pathologies oculaires et cérébrales. - Reconnaissance Optique de Caractère (ROC) : Segmentation et extraction de texte, description, classification par caractéristiques, apprentissage profond. - Adéquation Algorithmes-Architectures (AAA) : Systèmes temps-réel, architectures multi-cœurs, processeurs graphiques GPGPU, circuits reconfigurables FPGA, systèmes embarqués. **Repères biographiques :** =========================== - Depuis 2019 : Responsable de la filière par apprentissage [Informatique et applications - Ingénierie 3D et technologie des médias](http://www.esiee.fr/fr/formations/ingenieur-par-apprentissage/informatique-et-applications), Cité Descartes, Site de Noisy. - 2016 : Qualifié aux fonctions de maître de conférences en [section 27](http://www.conseil-national-des-universites.fr/), N° de qualification : MCF-2016-27-16227216745. - 2015 - 2019 : Responsable de la filière par apprentissage [Informatique et applications - Ingénierie 3D et technologie des médias](http://www.esiee.fr/fr/formations/ingenieur-par-apprentissage/informatique-et-applications), Parc Saint-Christophe, Site de Cergy. - Depuis 2012 : Professeur associé [ESIEE Paris](http://www.esiee.fr) - [LIGM](http://ligm.u-pem.fr/), [Université de Paris-Est](http://www.u-pem.fr/), France. - 2011 : Qualifié aux fonctions de maître de conférences en [section 61](http://www.conseil-national-des-universites.fr/), N° de qualification : MCF-2011-61-11261216745. - 2010 - 2012 : Post-doc, avec [SAGEMCOM](http://www.sagemcom.com), dans le cadre du projet industriel [Demat+](http://www.sagemcom.com/fr/grand-public/dematerialisation/), France. - 2010 : Docteur en Traitement des images et du signal, Laboratoire [IBISC](https://www.ibisc.univ-evry.fr/) rattaché à [l'Université d'Evry-Val d'Essonne (UEVE)](http://www.univ-evry.fr/fr/index.html). Mention : Très honorable. - 2008 : Attaché Temporaire à l'Enseignement et la Recherche rattaché à l'UFR Sciences et Technologie de [l'Université d'Evry-Val d'Essonne (UEVE)](http://www.univ-evry.fr/), France. - 2005 : Assistant au département Informatique de [l'Ecole Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn), Tunisie. - 2004 : Master Recherche en Génie Informatique, [École Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn/site/enis_fr/). Mention : Très bien. - 2003 : Ingénieur [École Nationale des Ingénieurs de Sfax (ENIS)](http://www.enis.rnu.tn/site/enis_fr/).

Publications

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Automated method for real-time AMD screening of fundus images dedicated for mobile devices

Sofien Ben Sayadia , Yaroub Elloumi , Rostom Kachouri , Mohamed Akil , Asma Ben Abdallah
Medical and Biological Engineering and Computing, 2022, ⟨10.1007/s11517-022-02546-8⟩
Journal articles hal-03621710v1
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An Efficient HW/SW Design for Text Extraction from Complex Color Image

Mohamed Amin Ben Atitallah , Rostom Kachouri , Ahmed Ben Atitallah , Hassene Mnif
CMC-Computers, Materials & Continua, 2022, 71 (3), pp.5963-5977. ⟨10.32604/cmc.2022.024345⟩
Journal articles hal-03641627v1
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Fast and efficient retinal blood vessel segmentation method based on deep learning network

Henda Boudegga , Yaroub Elloumi , Mohamed Akil , Mohamed Hedi Bedoui , Rostom Kachouri
Computerized Medical Imaging and Graphics, 2021, 90, pp.101902. ⟨10.1016/j.compmedimag.2021.101902⟩
Journal articles hal-03348490v1
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Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy

Mostefa Ben Naceur , Mohamed Akil , Rachida Saouli , Rostom Kachouri
Medical Image Analysis, 2020, ⟨10.1016/j.media.2020.101692⟩
Journal articles hal-02533454v1

HW/SW Design And FPGA Implementation Of The GCM For An Efficient Text Extraction From Complex Images

Anis Boudabous , Mohamed Amine Ben Atitallah , Rostom Kachouri , Ahmed Ben Atitallah
International Journal of Scientific & Technology Research, 2020
Journal articles hal-02523901v1
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Localizing Text in Images and Videos based on Morphology

Mohamed Amine Ben Atitallah , Rostom Kachouri , Hassene Mnif
International Journal of Recent Technology and Engineering, 2020, ⟨10.35940/ijrte.A2598.059120⟩
Journal articles hal-02919771v1
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Fully automated method for glaucoma screening using robust optic nerve head detection and unsupervised segmentation based cup-to-disc ratio computation in retinal fundus images

Amed Mvoulana , Rostom Kachouri , Mohamed Akil
Computerized Medical Imaging and Graphics, 2019, 77, pp.101643. ⟨10.1016/j.compmedimag.2019.101643⟩
Journal articles hal-02295007v1
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A new pipeline for the recognition of universal expressions of multiple faces in a video sequence

Latifa Greche , Mohamed Akil , Rostom Kachouri , Najia Es-Sbai
Journal of Real-Time Image Processing, 2019, ⟨10.1007/s11554-019-00896-5⟩
Journal articles hal-02175795v1
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Retinal Identification System based on Optical Disc Ring Extraction and New Local SIFT-RUK Descriptor

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
Advances in Systems, Signals and Devices, 2018, Communication and Signal Processing, 8, pp.113-126. ⟨10.1515/9783110470383-008⟩
Journal articles hal-01870666v1
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Fully Automatic Brain Tumor Segmentation using End-to-End Incremental Deep Neural Networks in MRI images

Mostefa Ben Naceur , Rachida Saouli , Mohamed Akil , Rostom Kachouri
Computer Methods and Programs in Biomedicine, 2018, 166, pp.39 - 49. ⟨10.1016/j.cmpb.2018.09.007⟩
Journal articles hal-01893017v1
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GPU parallel implementation of the new hybrid binarization based on Kmeans method (HBK)

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
Journal of Real-Time Image Processing, 2018, 14 (2), pp.363-377. ⟨10.1007/s11554-014-0458-2⟩
Journal articles hal-01286297v1

Adaptive relevant feature selection and hierarchical image classification in heterogeneous databases

Rostom Kachouri , Khalifa Djemal , Hichem Maaref
Traitement du Signal, 2011, 28 (5), pp.547--574. ⟨10.3166/TS.28.547-574⟩
Journal articles hal-00745315v1

Multiple kernel weighting based SVM for heterogeneous image recognition system

Rostom Kachouri , Khalifa Djemal , Hichem Maaref
International Journal of Imaging Systems Engineering, 2011, 4 (2), pp.60--70. ⟨10.1504/IJSISE.2011.041600⟩
Journal articles hal-00646849v1

Multi-model classification method in heterogeneous image databases

Rostom Kachouri , Khalifa Djemal , Hichem Maaref
Pattern Recognition, 2010, 43 (12), pp.4077--4088. ⟨10.1016/j.patcog.2010.07.001⟩
Journal articles hal-00654705v1

Retinal vessels grouping in glaucoma: study and synthesis

Yasmine Mrad , Yaroub Elloumi , Mohamed Hedi Bedoui , Rostom Kachouri
AMINA 2022, Nov 2022, Monastir, Tunisia
Conference papers hal-03818143v1
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Automated Diagnosis Of Retinal Neovascularization Pathologies From Color Retinal Fundus Images

Rahma Boukadida , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah , Mohamed Hedi Bedoui
Computer Graphics International, CGI-2022, Sep 2022, Geneva, Switzerland. ⟨10.1007/978-3-031-23473-6_35⟩
Conference papers hal-04006927v1
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Extended U-net for retinal vessel segmentation

Henda Boudegga , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah , Mohamed Hedi Bedoui
ICCCI 2022, Sep 2022, Hammamet,, Tunisia. ⟨10.1007/978-3-031-16210-7_46⟩
Conference papers hal-03818099v1

MS detection based on OCT imaging: survey of clinical studies

Sabrine Ouni , Yaroub Elloumi , Mohamed Hedi Bedoui , Rostom Kachouri
AMINA 2022, Nov 2022, Monastir, Tunisia
Conference papers hal-03818121v1
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Fine-tuning Convolutional Neural Networks: a comprehensive guide and benchmark analysis for Glaucoma Screening

Amed Mvoulana , Rostom Kachouri , Mohamed Akil
25th International Conference in Pattern Recognition, Jan 2021, Milano (on line), Italy
Conference papers hal-03205034v1
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A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy

Sharmin Majumder , Yaroub Elloumi , Mohamed Akil , Rostom Kachouri , Nasser Kehtarnavaz
Real-Time Image Processing and Deep Learning 2020, Apr 2020, San Diego, California (Online Only), United States. pp.5, ⟨10.1117/12.2557554⟩
Conference papers hal-02556991v1
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Computational Efficiency Optimization of Optic Disc Detection in Fundus Image

Sofien Ben Sayadia , Yaroub Elloumi , Rostom Kachouri , Mohamed Hedi Bedoui
Applications Médicales de l'informatique : Nouvelles Approches (AMINA'2020), Dec 2020, Monastir, Tunisia
Conference papers hal-03363234v1
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Segmentation de l'arbre vasculaire rétinien : étude de la performance en fonction de l'approche de segmentation

Henda Boudegga , Rahma Boukaddida , Yaroub Elloumi , Rostom Kachouri , Asma Ben Abdallah
Applications Médicales de l'informatique : Nouvelles Approches (AMINA'2020), Dec 2020, Monastir, Tunisie
Conference papers hal-03363238v1

Computational aspects of deep learning models for detection of eye retina abnormalities

Mohamed Akil , Yaroub Elloumi , Rostom Kachouri
Real-Time Image Processing and Deep Learning 2020, Apr 2020, San Diego, California (Online Only), United States. pp.9, ⟨10.1117/12.2557601⟩
Conference papers hal-03348489v1
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New Gamma Correction Method for real time image text extraction

Mohamed Amin Ben Atitallah , Rostom Kachouri , Ahmed Ben Atitallah , Hassene Mnif
9th International Conference on Image Processing Theory, Tools and Applications (IPTA 2019), Nov 2019, Istanbul, Turkey
Conference papers hal-02293895v1

New Gamma Correction Method for real time image text extraction

Mohamed Amin Ben Atitallah , Rostom Kachouri , Ahmed Ben Atitallah , Hassene Mnif
2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2019, Istanbul, Turkey. pp.1-6, ⟨10.1109/IPTA.2019.8936103⟩
Conference papers hal-02488810v1
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A new FPGA accelerator based on circular buffer unit per orientation for a fast and optimised GLCM and Texture feature computation

Mohamed Amin Ben Atitallah , Rostom Kachouri , Hassene Mnif
IEEE international conference on Design & Test of integrated micro & nano-Systems (DTS), Apr 2019, Gammarth, Tunisia
Conference papers hal-02172154v1
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A new Online Class-Weighting approach with Deep Neural Networks for image segmentation of Highly Unbalanced Glioblastoma Tumors

Mostefa Ben Naceur , Rostom Kachouri , Mohamed Akil , Rachida Saouli
International Work-Conference on Artificial Neural Networks (IWANN-Advances in Computational Intelligence), Jun 2019, Gran Canaria, Spain. ⟨10.1007/978-3-030-20518-8_46⟩
Conference papers hal-02172208v1
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Deep Convolutional Neural Networks for Brain tumor segmentation: boosting performance using deep transfer learning: preliminary results

Mostefa Ben Naceur , Mohamed Akil , Rachida Saouli , Rostom Kachouri
MICCAI-BRATS 2019 Workshop : Multimodal Brain Tumor Segmentation Challenge, Oct 2019, Shenzhen, China
Conference papers hal-02533409v1
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Customer satisfaction measuring based on the most significant facial emotion

Mariem Slim , Rostom Kachouri , Ahmed Ben Atitallah
15th IEEE International Multi-Conference on Systems, Signals & Devices (SSD 2018), Mar 2018, Hammamet, Tunisia
Conference papers hal-01790317v1
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Détection du Disque Optique : Critères de performance et Evaluation des méthodes

Sofien Ben Sayadia , Yaroub Elloumi , Rostom Kachouri , Mohamed Hedi Bedoui , Mohamed Akil
WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie
Conference papers hal-02004695v1

Customer Satisfaction Measuring Based on the Most Significant Facial Emotion

Mariem Slim , Rostom Kachouri , Ahmed Ben Atitallah
2018 15th International Multi-Conference on Systems, Signals & Devices (SSD), Mar 2018, Hammamet, Tunisia. pp.502-507, ⟨10.1109/SSD.2018.8570588⟩
Conference papers hal-02488658v1
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An efficient implementation of GLCM algorithm in FPGA

M a Ben Atitallah , Rostom Kachouri , H. Mnif , M Kammoun
IEEE International Conference on Internet of Things, Embedded Systems and Communications (IINTEC), Dec 2018, Hammamet, Tunisia. ⟨10.1109/IINTEC.2018.8695275⟩
Conference papers hal-01955368v1
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Stratégie de parallélisme d'une méthode de segmentation des vaisseaux rétiniens sur architecture parallèle à mémoire partagée

Yaroub Elloumi , Rostom Kachouri , Mohamed Hedibedoui , Mohamed Akil
WORKSHOP AMINA 2018 "Applications Médicales de l'Informatique : Nouvelles Approches", Nov 2018, Monastir, Tunisie
Conference papers hal-02004691v1
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A comparison study between MLP and Convolutional Neural Network models for character recognition

Syrine Ben Driss , Mahmoud Soua , Rostom Kachouri , Mohamed Akil
SPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262589⟩
Conference papers hal-01525504v1
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Real-time text extraction based on the page layout analysis system

Mahmoud Soua , Alae Benchekroun , Rostom Kachouri , Mohamed Akil
SPIE Conference on Real-Time Image and Video Processing, Apr 2017, Anaheim, CA, United States. ⟨10.1117/12.2262364⟩
Conference papers hal-01525503v1
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Unsupervised Image Segmentation Based on Local pixel Clustering and Low-Level Region Merging

Rostom Kachouri , Mahmoud Soua , Mohamed Akil
2nd IEEE International Conference on Advanced Technologies for Signal and Image Processing ATSIP'16, Mar 2016, Monastir, Tunisia
Conference papers hal-01309999v1
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Personal verification system based on retina and SURF descriptors

Takwa Chihaoui , Hejer Jlassi , Rostom Kachouri , Kamel Hamrouni , Mohamed Akil
13th IEEE International Multi-Conference on Systems, Signals & Devices (SSD 2016), Mar 2016, Leipzig, Germany. ⟨10.1109/SSD.2016.7473709⟩
Conference papers hal-01305985v1
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L'extraction d'un anneau d'interet autour de disque optique pour une identification rétinienne robuste

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
ERIS’2016 Eye-tracking, Regard, Interactions et Suppléances, Nov 2016, Orléans, France
Conference papers hal-01422020v1

Complexity study of the Gamma correction method for text extraction from complex images

Mohamad Amin Ben Atitallah , Anis Boudabous , Ahmed Ben Atitallah , Rostom Kachouri
STA: International conference on Sciences and Techniques of Automatic control & computer engineering, Dec 2015, Monastir, Tunisia. ⟨10.1109/STA.2015.7505238⟩
Conference papers hal-01306398v1
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Improved Hybrid Binarization based on Kmeans for Heterogeneous document processing

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
9th International Symposium on Image and Signal Processing and Analysis, ISPA'15, Sep 2015, Zagreb, Croatia. pp.210-215, ⟨10.1109/ISPA.2015.7306060⟩
Conference papers hal-01309993v1
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Human identification system based on the detection of optical Disc Ring in retinal images

Takwa Chihaoui , Rostom Kachouri , Hejer Jlassi , Mohamed Akil , Kamel Hamrouni
5th International Conference on Image Processing Theory, Tools and Applications, Nov 2015, Orléans, France. pp.263-267, ⟨10.1109/IPTA.2015.7367143⟩
Conference papers hal-01309990v1
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Gamma correction acceleration for real-time text extraction from complex colored images

Rostom Kachouri , Christian Medina Armas , Mohamed Akil
Image Processing (ICIP) 2015, Sep 2015, Quebec City, QC, Canada. ⟨10.1109/ICIP.2015.7350854⟩
Conference papers hal-01305887v1
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Hardware design to accelerate PNG encoder for binary mask compression on FPGA

Rostom Kachouri , Mohamed Akil
SPIE 9400, Real-Time Image and Video Processing, Feb 2015, San Francisco, California, United States. ⟨10.1117/12.2076483⟩
Conference papers hal-01305864v1
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Efficient multiscale and multifont optical character recognition system based on robust feature description

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
5th International Conference on Image Processing Theory, Tools and Applications , Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367214⟩
Conference papers hal-01309987v1
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A new hybrid binarization method based on Kmeans

Mahmoud Soua , Rostom Kachouri , Mohamed Akil
6th International Symposium on Communications, Control and Signal Processing (ISCCSP), May 2014, Athens, Greece. ⟨10.1109/ISCCSP.2014.6877830⟩
Conference papers hal-01305856v1

Adaptive Feature Selection for Heterogeneous Image Databases

Rostom Kachouri , Khalifa Djemal , Hichem Maaref
2nd International Conference on Image Processing Theory Tools and Applications (IPTA 2010), Jul 2010, Paris, France. pp.26--31, ⟨10.1109/IPTA.2010.5586751⟩
Conference papers hal-00654730v1

Heterogeneous image retrieval system based on reatures extractionand SVM classifier

Rostom Kachouri , Khalifa Djemal , Hichem Maaref , Dorra Sellami-Masmoudi , Nabil Derbel
5th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2008), May 2008, Funchal, Madeira, Portugal. pp.137--142
Conference papers hal-00342228v1

Feature extraction and relevance evaluation for heterogeneous image database recognition

Rostom Kachouri , Khalifa Djemal , Hichem Maaref , Dorra Masmoudi , Nabil Derbel
First Workshops on Image Processing Theory, Tools and Applications (IPTA 2008), Nov 2008, Sousse, Tunisia. (elec. proc), ⟨10.1109/IPTA.2008.4743738⟩
Conference papers hal-00654739v1

Content description and classification for Image recognition system

Rostom Kachouri , Khalifa Djemal , Hichem Maaref , Dorra Sellami-Masmoudi , Nabil Derbel
3rd International Conference on Information and Communication Technologies: From Theory to Applications (ICTTA 2008), Apr 2008, Damascus, Syria. (elec. proc.), ⟨10.1109/ICTTA.2008.4529998⟩
Conference papers hal-00342229v1

MLP Neural Network Classifier for breast cancer diagnostic

Imen Cheikhrouhou , Rostom Kachouri , Khalifa Djemal , Dorra Sellami-Masmoudi , E. Daoud
IEEE International Multi-Conference on Systems, Signals & Devices, Communication and Signal Processing, 2007, Hammamet, Tunisia. pp.n.a
Conference papers hal-00342194v1

On the heterogeneous image retrieval with QUIP-tree

Rostom Kachouri , Khalifa Djemal , Dorra Sellami-Masmoudi , Hichem Maaref , Nabil Derbel
IEEE International Multi-Conference on Systems, Signals & Devices, Communication and Signal Processing Volume 3, 2007, Hammamet, Tunisia. pp.n.a
Conference papers hal-00342236v1

Design of DCT_2D toward FPGA

Rostom Kachouri , Mohamed Abid , Chokri Ben Amar
First IEEE International Symposium on Control, Communications and Signal Processing, ISCCSP’04, Mar 2004, Hammamet, Tunisia. ⟨10.1109/ISCCSP.2004.1296511⟩
Conference papers hal-01310007v1
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Detection of Retinal Abnormalities in Fundus Image Using CNN Deep Learning Networks

Mohamed Akil , Yaroub Elloumi , Rostom Kachouri
Elsevier. State of the Art in Neural Networks, 1, Ayman S. El-Baz; Jasjit S. Suri, In press
Book sections hal-02428351v1
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Retinal image processing in Biometrics

Rostom Kachouri , Mohamed Akil , Yaroub Elloumi
Amine Nait-Ali. Hidden Biometrics _ When Biometric Security Meets Biomedical Engineering, 1, , 2019, 978-981-13-0956-4. ⟨10.1007/978-981-13-0956-4_10⟩
Book sections hal-02295012v1

Image Retrieval System in Heterogeneous Database

Khalifa Djemal , Hichem Maaref , Rostom Kachouri
Aleksandar D. Rodić. Automation Control - Theory and Practice, InTech, pp.327--349, 2009
Book sections hal-00645067v1
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Classification multi-modèles des images dans les bases Hétérogènes

Rostom Kachouri
Traitement du signal et de l'image [eess.SP]. Université d'Evry-Val d'Essonne, 2010. Français. ⟨NNT : ⟩
Theses tel-00526649v1