Abdelmalek Toumi

Orcid: 0000-0001-8415-0871

According to our database1, Abdelmalek Toumi authored at least 35 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Machine Learning Assessment of Anti-Spoofing Techniques for GNSS Receivers.
Proceedings of Work-in-Progress in Hardware and Software for Location Computation (WIPHAL 2023), 2023

Siamese Neural Network for Automatic Target Recognition Using Synthetic Aperture Radar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Application de l'IA au désentrelacement de formes d'onde radar.
Proceedings of the 9ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2023

2022
A proposal learning strategy on CNN architectures for targets classification.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2020
Multivariate copula statistical model and weighted sparse classification for radar image target recognition.
Comput. Electr. Eng., 2020

Target recognition from ISAR image using polar mapping and shape matrix.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019
Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method.
Proceedings of the Optimization of Complex Systems: Theory, 2019

2018
Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation.
Remote. Sens., 2018

Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Target classification using convolutional deep learning and auto-encoder models.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Radar target recognition using time-frequency analysis and polar transformation.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017
Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2017

Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Quantitative measures in ISAR image formation based on time-frequency representations.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016
Visual salient sift keypoints descriptors for automatic target recognition.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images.
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

Aircraft recognition using a statistical model and sparse representation.
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

Generic and massively concurrent computation of belief combination rules: a MapReduce approach.
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

Target recognition using IFFT and MUSIC ISAR images.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Estimating of water quality parameters using SAR and thermal microwave remote sensing data.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
Estimation and characterization of physical and inorganic chemical indicators of water quality by using SAR images.
Proceedings of the SAR Image Analysis, 2015

ISAR image formation with a combined empirical mode decomposition and time frequency representation.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Prediction of water quality parameters from SAR images by using multivariate and texture analysis models.
Proceedings of the SAR Image Analysis, 2014

2013
A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

2012
A retrieval system from inverse synthetic aperture radar images: Application to radar target recognition.
Inf. Sci., 2012

2011
Classification des aéronefs par estimation de la pose.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010
Log-polar and polar image for recognition targets.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Pose estimation for ISAR image classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Suivi d'automobiles par classification hiérarchique.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2007
Using watersheds segmentation on ISAR image for automatic target recognition.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

2006
Préparation des données Radar pour la reconnaissance/identification de cibles aériennes.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005
Processus de traitement de données radar pour la reconnaissance/identification de cibles aériennes.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005


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