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abdelmalek toumi

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Fusion of deep learning architectures for enhanced target recognition on SAR images

Khaireddine Cheikh , Redha Aitahcene , Abdelmalek Toumi , Zoheir Hammoudi
Jordanian Journal of Computers and Information Technology, 2023, 9 (4), pp.347-359. ⟨10.5455/jjcit.71-1693063991⟩
Journal articles hal-04336210v1

Multivariate copula statistical model and weighted sparse classification for radar image target recognition

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
Computers and Electrical Engineering, 2020, 84, pp.106633-1 - 106633-14. ⟨10.1016/j.compeleceng.2020.106633⟩
Journal articles hal-02552230v1
Image document

Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed Hassouni
Remote Sensing, 2018, 10 (6), ⟨10.3390/rs10060843⟩
Journal articles hal-01832180v1

Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
IEEE Geoscience and Remote Sensing Letters, 2017, 14 (12), pp.2403-2407. ⟨10.1109/LGRS.2017.2766225⟩
Journal articles hal-01653569v1

Estimation of Water Quality Parameters Using the Regression Model with Fuzzy K-Means Clustering

Muntadher A. Shareef , Abdelmalek Toumi , Ali Khenchaf
International journal of advanced computer science and applications (IJACSA), 2014, 5,6, ⟨10.14569/IJACSA.2014.050624⟩
Journal articles hal-01062373v1

Fusion Fourier descriptors from the EM,

B. Belkhaoui , Abdelmalek Toumi , A. Khalfallah
International Journal of Computer and Information Technology, 2013, 2 (4)
Journal articles hal-00926818v1

A retrieval system from inverse synthetic aperture radar images: Application to radar target recognition

Abdelmalek Toumi , Ali Khenchaf , Brigitte Hoeltzener
Information Sciences, 2012, 196 (1), pp.73-96. ⟨10.1016/j.ins.2012.01.049⟩
Journal articles hal-00738796v1

Fuzzy Fusion System for Radar Target Recognition

Imen Jdey , Abdelmalek Toumi , Ali Khenchaf , Mounir Dhibi , M.S Bouhlel
International Journal of Computer Applications & Information Technology, 2012, 1 (3), pp.136-142
Journal articles hal-00777095v1

Retrieval System From ISAR Images: Application to Radar Targets Recognition

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Information Sciences, 2010, pp.Non renseigne
Journal articles hal-00518506v1

Feature Extraction and Fusion for automatic Target recognition Based on ISAR Images

Mn Saidi , Abdelmalek Toumi , Ali Khenchaf , D. Aboutajdine , Brigitte Hoeltzener
INFOCOMP Journal of Computer Science, 2009, pp.Non renseigne
Journal articles hal-00518531v1

Hierarchical segmentation on ISAR image for target recognition

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
International Journal of Computational Intelligence Research, 2009, 5 (7), pp.63-71
Journal articles hal-00449694v1

Traitements des signaux radar pour la reconnaissance/identification de cibles aériennes

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Revue des Nouvelles Technologies de l'Information, 2008
Journal articles hal-00449777v1
Image document

SIAMESE NEURAL NETWORK FOR AUTOMATIC TARGET RECOGNITION USING SYNTHETIC APERTURE RADAR

Yasmine Khenchaf , Abdelmalek Toumi
The International Geoscience and Remote Sensing Symposium (IGARSS), IEEE Geoscience and Remote Sensing Society (GRSS), Jun 2023, Pasadena, California, United States
Conference papers hal-04184121v1
Image document

Un réseau hybride CNN-LSTM pour la classification de navires à partir d'une base frugale des images SAR

Abdelmalek Toumi , Jean-Christophe Cexus , Mahdi Abid , Ali Khenchaf
GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04320593v1
Image document

Machine Learning Assessment of Anti-Spoofing Techniques for GNSS Receivers

Gabriel Marchand , Abdelmalek Toumi , Gonzalo Seco-Granados , José A López-Salcedo
Work-in-Progress in Hardware and Software for Location Computation, WIHAL 2023, Jun 2023, Castellon, Spain
Conference papers hal-04184075v1
Image document

Apprentissage machine pour la propagation troposphérique

Thomas Bonnafont , Benjamin Chauvel , Abdelmalek Toumi
Journées d’études Propagation Radioélectrique 2023, Nov 2023, Rennes, France
Conference papers hal-04291080v1
Image document

A proposal learning strategy on CNN architectures for targets classification

Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf
2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), May 2022, Sfax, Tunisia. ⟨10.1109/ATSIP55956.2022.9805965⟩
Conference papers hal-03758718v1

Transfer learning on CNN architectures for ship classification on SAR images

Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf , Antoine Tartivel
Sea Tech Week - Session Remote Sensing, Oct 2020, Brest, France
Conference papers hal-03109596v1

Target recognition from ISAR image using polar mapping and shape matrix

Jean-Christophe Cexus , Abdelmalek Toumi , Maroua Riahi
2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sep 2020, Sousse, Tunisia. pp.1-6, ⟨10.1109/ATSIP49331.2020.9231528⟩
Conference papers hal-03267673v1

Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method

Duc Manh Nguyen , Frédéric Dambreville , Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf
6th World Congress on Global Optimization, WCGO 2019, Jul 2019, Metz, France. pp.1097-1108, ⟨10.1007/978-3-030-21803-4_108⟩
Conference papers hal-02434631v1

Radar Target Recognition using Time-Frequency Analysis and Polar Transformation

Jean-Christophe Cexus , Abdelmalek Toumi
4th International Conference on Advanced Technologies For Signal and Image Processing (ATSIP'2018), Mar 2018, Sousse, Tunisia. ⟨10.1109/ATSIP.2018.8364500⟩
Conference papers hal-01809365v1
Image document

Target Recognition in ISAR Images based on Relative Phases of Complex Wavelet Coefficients and Sparse Classification

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed Hassouni
4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP'2018), ATMS Advanced Technologies For Medicine and Signals, Mar 2018, Sousse, Tunisia
Conference papers hal-01759350v1

Aircraft Target Recognition using Copula Joint Statistical Model and Sparse Representation Based Classification

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
IGARSS 2018, International Geoscience and Remote Sensing Symposium 2018, IEEE Geoscience and Remote Sensing Society, Jun 2018, Valencia, Spain. pp.3635-3638, ⟨10.1109/IGARSS.2018.8518668⟩
Conference papers hal-01833431v1
Image document

Target classification using convolutional deep learning and auto-encoder models

Sarra Zaied , Abdelmalek Toumi , Ali Khenchaf
2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2018, Sousse, Tunisia. ⟨10.1109/ATSIP.2018.8364502⟩
Conference papers hal-01832187v1
Image document

Quantitative measures in ISAR image formation based on Time-Frequency Representations

Jean-Christophe Cexus , Abdelmalek Toumi , Orian Couderc
2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) , May 2017, Fez, Morocco. ⟨10.1109/ATSIP.2017.8075610⟩
Conference papers hal-01670756v1

Aircrafts Recognition using Convolutional Neurons Network

Abdelmalek Toumi , Ali El Housseini , Ali Khenchaf
International Conference on Radar Systems, RADAR’17, Oct 2017, Belfast, United Kingdom
Conference papers hal-01698543v1
Image document

Saliency Attention and SIFT Keypoints Combination for Automatic Target Recognition on MSTAR dataset

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
3rd International Conference on Advanced Technologies for Signal and Image Processing - ATSIP’2017, Mar 2017, fez Morocco. ⟨10.1109/ATSIP.2017.8075558⟩
Conference papers hal-01657530v1

Deep Learning for Target recognition from SAR images

Ali El Housseini , Abdelmalek Toumi , Ali Khenchaf
DAT 2017, Feb 2017, Alger, Algeria. ⟨10.1109/DAT.2017.7889171⟩
Conference papers hal-01656457v1

Classification parcimonieuse pour l’aide à la reconnaissance de cibles radar

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
17 ème édition de la conférence Extraction et Gestion de Connaissance (EGC), Jan 2017, Grenoble, France
Conference papers hal-01497911v1

Generic and massively concurrent computation of belief combination rules – a MapReduce approach

Abdelmalek Toumi , Frédéric Dambreville
BDAW'16, Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3010136⟩
Conference papers hal-01653416v1

Target Recognition using IFFT and MUSIC ISAR images

Abdelmalek Toumi , Ali Khenchaf
ATSIP 2016, Mar 2016, Monastir, Tunisia
Conference papers hal-01653367v1
Image document

ISAR imaging Based on the Empirical Mode Decomposition Time-Frequency Representation

Orian Couderc , Jean-Christophe Cexus , Fabrice Comblet , Abdelmalek Toumi , Ali Khenchaf
International Radar Symposium 2016 (IRS2016), May 2016, Cracovie, Poland
Conference papers hal-01326380v1

Estimating Of Water Quality Parameters Using Active And Passive Microwave Remote Sensing

Abdelmalek Toumi , Ali Khenchaf , Muntadher A. Shareef
ATSIP 2016, Mar 2016, Monastir, Tunisia. ⟨10.1109/ATSIP.2016.7523149⟩
Conference papers hal-01653378v1

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
AICCSA 2016, Nov 2016, Agadir, Tunisia
Conference papers hal-01406126v1

Integration of Passive and Active Microwave Remote Sensing to Estimate Water Quality Parameters

Muntadher A. Shareef , Ali Khenchaf , Abdelmalek Toumi
IEEE Radar conference, May 2016, Phidalphie, United States
Conference papers hal-01326531v1

Aircraft recognition using a statistical model and sparse representation

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
BDAW ’16, Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3010134⟩
Conference papers hal-01406133v1

VISUAL SALIENT SIFT KEYPOINTS DESCRIPTORS FOR AUTOMATIC TARGET RECOGNITION

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
EUVIP, Oct 2016, Marseille, France
Conference papers hal-01406143v1

Filtrage attentionnel des points caractéristiques SIFT pour la reconnaissance de cibles radar

Ayoub Karine , Abdelmalek Toumi , Ali Khenchaf , Mohammed El Hassouni
1 ère édition des journées SIGnal, image, Multimédia et Applications (SIGMA), Fès-Maroc, 21-22 Décembre 2016, Dec 2016, Fès, Morocco
Conference papers hal-02560988v1

A Column Generation Approach for Coordination and Control of Multiple UAVs

D. M. Nguyen , Frédéric Dambreville , Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf
6th International Conference on Modeling, Simulation and Optimization of Complex Processes - HPSCH 2015, Mar 2015, Hanoi, Vietnam
Conference papers hal-01131976v1
Image document

Construction d'images ISAR par Décomposition Modale Empirique et Représentation Temps-Fréquence

Ahmed Hadj Bay Ahmed , Jean-Christophe Cexus , Abdelmalek Toumi , Abdel-Ouahab Boudraa
GRETSI, Sep 2015, Lyon, France
Conference papers hal-01241499v1
Image document

ISAR Image formation with a combined Empirical Mode Decomposition and Time-Frequency Representation

Ahmed Hadj Bay Ahmed , Jean-Christophe Cexus , Abdelmalek Toumi
EUSIPCO, Aug 2015, Nice, France. pp.1366-1370
Conference papers hal-01241477v1

Modélisation et réalisation d’un système de reconnaissance de cibles radar

Ayoub Karine , Abdelmalek Toumi , * Mohammed El Hassouni , Ali Khenchaf
Journée URAC 2016 , Nov 2015, Rabat, Morocco
Conference papers hal-01406141v1

Corrélation optique pour l’identification de cibles radar

Abdelmalek Toumi , Ali Khenchaf
EGC 2015, Jan 2015, Luxembourg, Luxembourg
Conference papers hal-01117760v1

Segmentation of Radar images by combining watershed and Fisher techniques for target classification

Bannour Belkhaoui , Abdelmalek Toumi , A. Khalfallah , Ali Khenchaf , M.S. Bouhlel
CODIT'2013, May 2013, Hammamet, Tunisia
Conference papers hal-00843331v1
Image document

Une méthode de génération de colonnes pour la planification des capteurs dans un processus de collecte d'informations

Duc-Manh Nguyen , Frédéric Dambreville , Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf
Conférence ROADEF 2013, Feb 2013, Troyes, France. 2 p
Conference papers hal-00802721v1

THE CONRIBUTION OF FUSION TECHNIQUES IN THE RECOGNITION SYSTEMS OF RADAR TARGETS

Imen Jdey , Abdelmalek Toumi , Mounir Dhibi , Ali Khenchaf
Radar 2012, Oct 2012, United Kingdom
Conference papers hal-00746854v1

Segmentation of radar images using a combined watershed and Fisher techniques

Bannour Belkhaoui , Abdelmalek Toumi , Ali Khenchaf , A. Khalfallah , M.S. Bouhlel
SETIT 2012, Mar 2012, Tunisia. ⟨10.1109/SETIT.2012.6481948⟩
Conference papers hal-00843170v1

Multi-objective constraint satisfaction and sequential control for solving the sensors management of the intelligence process

Duc-Manh Nguyen , Frédéric Dambreville , Ali Khenchaf , Abdelmalek Toumi , Jean-Christophe Cexus
25th EURO Conference, Jul 2012, Vilnius, Lithuania
Conference papers hal-00803445v1

Using ISAR images for aircraft recognition

Abdelmalek Toumi , Ali Khenchaf
SET-160 Symposium on "NCI/ATR in Air-Ground and Maritime Applications based on Radar and Acoustics", address = Greece, year = 2010, month = october, pdf = 0, nat = 0, keyword = signal processing,, 2010, France. pp.Non renseigne
Conference papers hal-00518511v1

Estimation de la SER d'une cible complexe par maillage en parallélépipèdes Based on ISAR Images

Yacine Bennani , Abdelmalek Toumi , Ali Khenchaf
MajecSTIC (MAnifestation des JEunes Chercheurs en Sciences et Technologies de l'Information et de la Communication), Oct 2010, Bordeaux, France. pp.Non renseigne
Conference papers hal-00518525v1

Polar and Log-polar Image for recognition Targets

Abdelmalek Toumi , Ali Khenchaf
IEEE International Geoscience And Remote Sensing Symposium, IGARSS, address = Honolulu, Hawaii, year = 2010, month = July, pdf = 0, nat = 0, keyword = signal processing,, 2010, France. pp.Non renseigne
Conference papers hal-00518512v1

Reconnaissance de cibles radar par classification hiérarchique

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
SCIGRAD, Nov 2010, Brest, France. pp.Non renseigne
Conference papers hal-00518599v1

Pose Estimation for ISAR image Classification

Mn Saidi , Abdelmalek Toumi , B. Holtzener , Ali Khenchaf
IEEE International Geoscience And Remote Sensing Symposium, IGARSS, address = Honolulu, Hawaii, year = 2010, month = July, pdf = 0, nat = 0, keyword = signal processing,, 2010, France. pp.Non renseigne
Conference papers hal-00518513v1

Système Automatique de reconnaissance de cibles radar : Problématique de l`extraction de la forme

Mn Saidi , Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf , D. Aboutajdine
Atelier Fouille de données complexes dans un processus d`extraction de connaissance, Extraction et Gestion des Connaissances (EGC), address = Strasbourg, France, year = 2009, month = 27-30 January, pdf = 1, nat = 1, keyword = FAD,, 2009, France. pp.Non renseigne
Conference papers hal-00518561v1

Aircraft Target Recognition: A Novel Approach for Features Extraction from ISAR Images

Mn Saidi , Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf , D. Aboutajdine
Radar, address = Bordeaux, France, year = 2009, month = 12-16 October, pdf = 1, nat = 0, keyword = ,, 2009, France. pp.Non renseigne
Conference papers hal-00518538v1

Automatic recognition of ISAR Images: Target shapes features extraction

Mn Saidi , Brigitte Hoeltzener , Abdelmalek Toumi , Ali Khenchaf , D. Aboutajdine
IEEE International Conference on Information & Communication Technologies: from Theory to Applications, address = Damascus, Syria, year = 2008, month = 7-11 April, nat = 0, pdf = 1, keyword = FAD,, 2008, France. pp.Non renseigne
Conference papers hal-00518590v1

ISAR data dynamics: target shapes features extraction for the design of isar retrieval system

Mn Saidi , Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf , D. Aboutajdine
7th european conference on synthetic aperture radar, EUSAR, address = Graf-Zeppelin-haus, Friedrichshafen, Germany, year = 2008, month = 2-5 June, nat = 0, pdf = 1, keyword = FAD,, 2008, France. pp.Non renseigne
Conference papers hal-00518578v1

Using Watersheds segmentation on ISAR image for automatic target recognition

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
International Conference on Digital Information Management, address = Lyon, France, pages = 285-290, year = 2007, month = 28-31 October, pdf = 1, nat = 0, keyword = FAD,, 2007, France. pp.Non renseigne
Conference papers hal-00518620v1

Classification des images ISAR pour la reconnaissance des cibles

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
XIIIèmes Rencontres de la Société Francophone de Classification, address = Metz, France, year = 2006, month = 6-8 September, pdf = 1, nat = 1, keyword = FAD,, 2006, France. pp.Non renseigne
Conference papers hal-00518701v1

Préparationdes données Radar pour la reconnaissance/identification de cibles aériennes

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Extraction et Gestion des Connaissances (EGC), pages = 675-680, address = Lille, France, year = 2006, month = 17-20 January, pdf = 1, nat = 1, keyword = FAD,, 2006, France. pp.Non renseigne
Conference papers hal-00518702v1

Polar mapping for classification of aircraft target

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Magrebian Conference on Information Technologies, address = Agadir, Morocco, year = 2006, month = 7-9 December, nat = 0, keyword = FAD,, 2006, France. pp.Non renseigne
Conference papers hal-00518664v1

Information system for automatic target recognition

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Caractérisation du milieu marin, address = Brest, France, year = 2006, month = 16-19 October, pdf = 1, nat = 1, keyword = FAD,, 2006, France. pp.Non renseigne
Conference papers hal-00518697v1

Multi-level in radar automatic target recognition

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf , Fabrice Pellen
European Conference on Propagation and Systems, address = Brest, France, year = 2005, month = 15-18 March, pdf = 1, nat = 0, keyword = FAD,, 2005, France. pp.Non renseigne
Conference papers hal-00518753v1

Système d`information pour l`aide à la décision : Application à la reconnaissance/identification de cibles radar

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Atelier Fouille de Données Complexes dans un Processus d`Extraction des Connaissances, Extraction et Gestion des Connaissances (EGC), pages = 89-92, address = Paris, France, year = 2005, month = 18 January, pdf = 1, nat = 1, keyword = FAD,, 2005, France. pp.Non renseigne
Conference papers hal-00518766v1

Processus de traitement de données radar pour la reconnaissance/identification de cibles aériennes

Abdelmalek Toumi , Brigitte Hoeltzener , Ali Khenchaf
Extraction et Gestion des Connaissances (EGC), pages = 481, address = Paris, France, year = 2005, month = 19-21 January, pdf = 1, nat = 1, keyword = FAD,, 2005, France. pp.Non renseigne
Conference papers hal-00518767v1
Image document

Application de l'IA au désentrelacement de formes d'onde radar

L Lesieur , V Guardia , Ali Khenchaf , Jean-marc Le Caillec , C Cornu
Christelle Launois; Catherine Roussey. 9ème Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle APIA@PFIA2023, Jul 2023, Strasbourg, France. AFIA-Association Française pour l'Intelligence Artificielle, Actes de la 9ème Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle (APIA) PFIA 2023, 2023, pp.41-44, 2023
Conference poster hal-04160846v1
Image document

A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process

Duc-Manh Nguyen , Frédéric Dambreville , Abdelmalek Toumi , Jean-Christophe Cexus , Ali Khenchaf
Nguyen, Ngoc Thanh and Do, Tien and Thi, Hoai An. Advanced Computational Methods for Knowledge Engineering, Springer International Publishing, pp.77-89, 2013, Studies in Computational Intelligence, ⟨10.1007/978-3-319-00293-4_7⟩
Book sections hal-00828334v1