Mohamed Karray

Associate Professor in Electronics and Embedded Systems
ESME

Overview of research area

Electronics, Embeddeds Systems

Collaborations in progress

• PhD thesis co-supervised with Prof. Mohamed KSANTINI and defended on September 29, 2023, « Recognition of traffic signs for smart vehicules : hardware implementation », by Nesrine TRIKI.
• Co-supervision of the PhD thesis « Intelligent brain-machine interface approaches for personal services, smart mobility and advanced home automation », by Sirine AMMAR (since October 2023).

Publications

• N. Triki, M. Karray, N. El Kadhi, and M. Ksantini, Enhancing Traffic Sign Recognition Via Transfer Learning: A Decision-Aid Framework with Real-Time Embedded Validation, 2024 International Conference on Decision Aid Sciences and Applications (DASA), Kingdom of Bahrain, December 2024.
• N. Triki, M. Karray, and M. Ksantini, A comprehensive survey and analysis of traffic sign recognition systems with hardware implementation, IEEE Access, 2024.
• M. Karray, N. Triki, and M. Ksantini, A New Speed Limit Recognition Methodology based on Ensemble learning: Hardware Validation, Computers, Materials & Continua (CMC), accepted in May 2024.
• A. Alaerjan, R. Jabeur, H. Ben Chikha, M. Karray, and M. Ksantini, Improvement of Smart Grid Stability using Artificial Intelligence and Ensemble Learning, Symmetry, accepted in April 2024.
• A. Turki, S. Ammar, M. Karray, and M. Ksantini, Facial Expression-Based Drowsiness Detection System for Driver Safety Using Deep Learning Techniques, 16th International Conference on Agents and Artificial Intelligence (ICAART), Roma, Italy, February 2024.
• N. Triki, M. Karray, and M. Ksantini, New Speed Limit Recognition System: Software and Hardware Validation, 16th International Conference on Agents and Artificial Intelligence (ICAART), Roma, Italy, February 2024.
• N. Triki, M. Karray, and M. Ksantini, A Real-Time Traffic Sign Recognition Method Using a New Attention-Based Deep Convolutional Neural Network for Smart Vehicles, Applied Sciences, Volume 13, Issue 8, 2023.
• N. Triki, M. Ksantini, and M. Karray, Traffic Sign Recognition System based on belief functions theory, 13th International Conference on Agents and Artificial Intelligence (ICAART 2021), Vol. 2, pp. 775-780, February 2021.
• A. Ellouze, M. Karray, M. Ksantini, and F. Delmotte, Localizing, tracking and classifying aerial objects, The 6th IEEE International Conference on Control, Decision and Information Technologies, Paris, France, April 2019.
• A. Ellouze, M. Ksantini, F. Delmotte, and M. Karray, Multiple Object Tracking: Case of Aircraft Detection and Tracking, The 16th IEEE International Multi-Conference on Systems, Signals and Devices, Istanbul, Turkey, March 2019.
• A. Ellouze, M. Ksantini, F. Delmotte, and M. Karray, Single object tracking applied to an aircraft, The 15th IEEE International Multi-Conference on Systems, Signals and Devices, Hammamet, Tunisia, March 2018.
• Z. Toffano, M. Pez, P. Desgreys, Y. Hervé, C. Le brun, J-C. Mollier, G. Barbary, J-J Charlot, S. Constant, A. Destrez, M. Karray, M. Marec, A. Rissons, and S. Snaidero, Multilevel Behavioral Simulation of VCSEL based Optoelectronic Modules, IEEE Journal of Selected Topics in Quantum Electronics, Vol. 9, No. 3, pp. 949-960, 2003.

PhD

• 2001-2004

  PhD in Electronics and Communications

  Télécom Paris, Paris, France

Associate Professor in Electronics and Embedded Systems

• Since 2012

  Associate Professor in Electronics and Embedded Systems

  ESME, Ivry-sur-Seine, France
• 2010-2011

  Assistant Professor

  Université Versailles Saint-Quentin, Versailles, France
• 2009

  Research Engineer (PostDoc)

  IRSEEM, Rouen, France
• 2005-2008

  Assistant Professor

  ENSI, Tunis, France