Thesis topic : Contribution à la détection et à la reconnaissance des objets à partir d'images aériennes
Thesis director : Anouar BEN KHALIFA.
Co-supervisor : Dr. Hajer CHTIOUI, Dr. Imen JEGHAM
Institution : ENISo, University of Sousse.
Defense date : Thesis to be defended on : ~ December, 2026
Abstract :
Key words :
Publications : This thesis led to the publication of the following papers :
(C69). Ines Ben Rouighi, Hajer Chtioui, Imen Jegham, Anouar Ben Khalifa, An Improved Transformer-Based Model for Real-Time Aerial Object Detection, 2025 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS), Sousse, Tunisia, pp. 1-6, 2025. DOI: https://doi.org/10.1109/ADACIS65663.2025.11436421
(J23). Ines Ben Rouighi, Hajer Chtioui, Imen Jegham, Ihsen Alouani, Anouar Ben Khalifa, FRD-YOLO: a faster real-time object detector for aerial imagery, Journal of Real-Time Image Processing, Volume 22, 169, 2025. DOI: https://doi.org/10.1007/s11554-025-01750-7 Quartile: Q2, IF=3.0.
(C50). Ines Ben Rouighi, Hajer Chtioui, Imen Jegham, Anouar Ben Khalifa, YOLO Detectors for Drone-based Real-Time Object Detection in Intelligent Transportation Systems: Comparative Study, 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Vallette, Malta, 2024, pp. 431-436, DOI: https://doi.org/10.1109/CoDIT62066.2024.10708153 (Conf.Rank C)