abdelmalek toumi
Publications
Publications
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A Deep Split-Step Wavelet Model for the Long-Range Propagation2024 18th European Conference on Antennas and Propagation (EuCAP), Mar 2024, Glasgow, United Kingdom. pp.1-5, ⟨10.23919/EuCAP60739.2024.10501561⟩ |
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Adaptive Multichannel Scanning Strategies for Electronic Support Using Multi-Armed Bandits2024 International Radar Conference (RADAR), Oct 2024, Rennes, France. pp.1 - 6, ⟨10.1109/radar58436.2024.10994100⟩ |
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Change Detection in Polarimetric and Multilook SAR imagery using Stochastic DistanceIEEE INTERNATIONAL CONFERENCE RADAR 2024, Oct 2024, Rennes, France |
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Comparative performances of CNN models for SAR Targets classification2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP), Jul 2024, Sousse, Tunisia. pp.122-127, ⟨10.1109/ATSIP62566.2024.10638905⟩ |
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Physics-embedded machine learning method for the prediction of long-range electromagnetic field propagation10th International Conference on Antennas and Electromagnetic Systems, AES 2024, Jun 2024, Rome, Italy |
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Vertex-oriented Metaheuristic for Radar Lobe Detection in Electronic Warfare ContextRADAR 2024: International Radar Conference, Oct 2024, Rennes, France. pp.1-6, ⟨10.1109/RADAR58436.2024.10994154⟩ |
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Combined Deep learning architectures using Fusion Rules for Target Recognition in SAR images7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP 2024), Jul 2024, Sousse, Tunisia. pp.206-211, ⟨10.1109/ATSIP62566.2024.10638892⟩ |
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Classification of Radar Pulses Modulation Laws via Convolutional Neural Networks2024 International Radar Conference (RADAR), Oct 2024, Rennes, France. pp.1-6, ⟨10.1109/RADAR58436.2024.10993632⟩ |
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Machine Learning Assessment of Anti-Spoofing Techniques for GNSS ReceiversWork-in-Progress in Hardware and Software for Location Computation, WIHAL 2023, Jun 2023, Castellon, Spain |
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Un réseau hybride CNN-LSTM pour la classification de navires à partir d'une base frugale des images SARGRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Apprentissage machine pour la propagation troposphériqueJournées d’études Propagation Radioélectrique 2023, Nov 2023, Rennes, France |
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SIAMESE NEURAL NETWORK FOR AUTOMATIC TARGET RECOGNITION USING SYNTHETIC APERTURE RADARThe International Geoscience and Remote Sensing Symposium (IGARSS), IEEE Geoscience and Remote Sensing Society (GRSS), Jun 2023, Pasadena, California, United States |
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A proposal learning strategy on CNN architectures for targets classification2022 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), May 2022, Sfax, Tunisia. ⟨10.1109/ATSIP55956.2022.9805965⟩ |
Transfer learning on CNN architectures for ship classification on SAR imagesSea Tech Week - Session Remote Sensing, Oct 2020, Brest, France |
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Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method6th World Congress on Global Optimization, WCGO 2019, Jul 2019, Metz, France. pp.1097-1108, ⟨10.1007/978-3-030-21803-4_108⟩ |
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Target recognition from ISAR image using polar mapping and shape matrix2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sep 2020, Sousse, Tunisia. pp.1-6, ⟨10.1109/ATSIP49331.2020.9231528⟩ |
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Radar Target Recognition using Time-Frequency Analysis and Polar Transformation4th International Conference on Advanced Technologies For Signal and Image Processing (ATSIP'2018), Mar 2018, Sousse, Tunisia. pp.1-6, ⟨10.1109/ATSIP.2018.8364500⟩ |
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Aircraft Target Recognition using Copula Joint Statistical Model and Sparse Representation Based ClassificationIGARSS 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⟩ |
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Target Recognition in ISAR Images based on Relative Phases of Complex Wavelet Coefficients and Sparse Classification4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP'2018), ATMS Advanced Technologies For Medicine and Signals, Mar 2018, Sousse, Tunisia |
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Target classification using convolutional deep learning and auto-encoder models2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2018, Sousse, Tunisia. ⟨10.1109/ATSIP.2018.8364502⟩ |
Aircrafts Recognition using Convolutional Neurons NetworkInternational Conference on Radar Systems, RADAR’17, Oct 2017, Belfast, United Kingdom |
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Saliency Attention and SIFT Keypoints Combination for Automatic Target Recognition on MSTAR dataset3rd International Conference on Advanced Technologies for Signal and Image Processing - ATSIP’2017, Mar 2017, fez Morocco. ⟨10.1109/ATSIP.2017.8075558⟩ |
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Quantitative measures in ISAR image formation based on Time-Frequency Representations2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) , May 2017, Fez, Morocco. ⟨10.1109/ATSIP.2017.8075610⟩ |
Deep Learning for Target recognition from SAR imagesDAT 2017, Feb 2017, Alger, Algeria. ⟨10.1109/DAT.2017.7889171⟩ |
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Classification parcimonieuse pour l’aide à la reconnaissance de cibles radar17 ème édition de la conférence Extraction et Gestion de Connaissance (EGC), Jan 2017, Grenoble, France |
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Integration of passive and active microwave remote sensing to estimate water quality parameters2016 IEEE Radar Conference (RadarConf16), May 2016, Philadelphie, PA, United States. pp.1-4, ⟨10.1109/RADAR.2016.7485127⟩ |
Target Recognition using IFFT and MUSIC ISAR imagesATSIP 2016, Mar 2016, Monastir, Tunisia |
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Estimating Of Water Quality Parameters Using Active And Passive Microwave Remote SensingATSIP 2016, Mar 2016, Monastir, Tunisia. ⟨10.1109/ATSIP.2016.7523149⟩ |
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ISAR imaging Based on the Empirical Mode Decomposition Time-Frequency RepresentationInternational Radar Symposium 2016 (IRS2016), May 2016, Cracovie, Poland |
Generic and massively concurrent computation of belief combination rules – a MapReduce approachBDAW'16, Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3010136⟩ |
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Aircraft recognition using a statistical model and sparse representationBDAW ’16, Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3010134⟩ |
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VISUAL SALIENT SIFT KEYPOINTS DESCRIPTORS FOR AUTOMATIC TARGET RECOGNITIONEUVIP, Oct 2016, Marseille, France |
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Filtrage attentionnel des points caractéristiques SIFT pour la reconnaissance de cibles radar1 ère édition des journées SIGnal, image, Multimédia et Applications (SIGMA), Fès-Maroc, 21-22 Décembre 2016, Dec 2016, Fès, Morocco |
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Integration of Passive and Active Microwave Remote Sensing to Estimate Water Quality ParametersIEEE Radar conference, May 2016, Phidalphie, United States |
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A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognitionAICCSA 2016, Nov 2016, Agadir, Tunisia |
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Construction d'images ISAR par Décomposition Modale Empirique et Représentation Temps-FréquenceGRETSI, Sep 2015, Lyon, France |
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ISAR Image formation with a combined Empirical Mode Decomposition and Time-Frequency RepresentationEUSIPCO, Aug 2015, Nice, France. pp.1366-1370 |
Modélisation et réalisation d’un système de reconnaissance de cibles radarJournée URAC 2016 , Nov 2015, Rabat, Morocco |
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A Column Generation Approach for Coordination and Control of Multiple UAVs6th International Conference on Modeling, Simulation and Optimization of Complex Processes - HPSCH 2015, Mar 2015, Hanoi, Vietnam |
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Corrélation optique pour l’identification de cibles radarEGC 2015, Jan 2015, Luxembourg, Luxembourg |
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Une méthode de génération de colonnes pour la planification des capteurs dans un processus de collecte d'informationsConférence ROADEF 2013, Feb 2013, Troyes, France. 2 p |
Segmentation of Radar images by combining watershed and Fisher techniques for target classificationCODIT'2013, May 2013, Hammamet, Tunisia |
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Segmentation of radar images using a combined watershed and Fisher techniquesSETIT 2012, Mar 2012, Tunisia. ⟨10.1109/SETIT.2012.6481948⟩ |
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THE CONRIBUTION OF FUSION TECHNIQUES IN THE RECOGNITION SYSTEMS OF RADAR TARGETSRadar 2012, Oct 2012, United Kingdom |
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Multi-objective constraint satisfaction and sequential control for solving the sensors management of the intelligence process25th EURO Conference, Jul 2012, Vilnius, Lithuania |
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Estimation de la SER d'une cible complexe par maillage en parallélépipèdes Based on ISAR ImagesMajecSTIC (MAnifestation des JEunes Chercheurs en Sciences et Technologies de l'Information et de la Communication), Oct 2010, Bordeaux, France. pp.Non renseigne |
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Using ISAR images for aircraft recognitionSET-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 |
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Pose Estimation for ISAR image ClassificationIEEE 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 |
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Polar and Log-polar Image for recognition TargetsIEEE 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 |
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Aircraft Target Recognition: A Novel Approach for Features Extraction from ISAR ImagesRadar, address = Bordeaux, France, year = 2009, month = 12-16 October, pdf = 1, nat = 0, keyword = ,, 2009, France. pp.Non renseigne |
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Système Automatique de reconnaissance de cibles radar : Problématique de l`extraction de la formeAtelier 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 |
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Automatic recognition of ISAR Images: Target shapes features extractionIEEE 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 |
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ISAR data dynamics: target shapes features extraction for the design of isar retrieval system7th 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 |
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Reconnaissance de cibles radar par classification hiérarchiqueSCIGRAD, Nov 2010, Brest, France. pp.Non renseigne |
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Using Watersheds segmentation on ISAR image for automatic target recognitionInternational 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 |
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Préparationdes données Radar pour la reconnaissance/identification de cibles aériennesExtraction 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 |
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Classification des images ISAR pour la reconnaissance des ciblesXIIIèmes 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 |
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Information system for automatic target recognitionCaractérisation du milieu marin, address = Brest, France, year = 2006, month = 16-19 October, pdf = 1, nat = 1, keyword = FAD,, 2006, France. pp.Non renseigne |
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Polar mapping for classification of aircraft targetMagrebian Conference on Information Technologies, address = Agadir, Morocco, year = 2006, month = 7-9 December, nat = 0, keyword = FAD,, 2006, France. pp.Non renseigne |
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Multi-level in radar automatic target recognitionEuropean 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 |
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Processus de traitement de données radar pour la reconnaissance/identification de cibles aériennesExtraction 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 |
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Système d`information pour l`aide à la décision : Application à la reconnaissance/identification de cibles radarAtelier 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 |
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Application de l'IA au désentrelacement de formes d'onde radarChristelle 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 |
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A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection ProcessNguyen, 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⟩ |