Liqaa M., Shoohi,. “UAV-STNet: A Hybrid U-Net–Transformer–LSTM Architecture for Real-Time Object Detection in UAV Video Surveillance”. Journal of Al-Qadisiyah for Computer Science and Mathematics 18, no. 3 (September 30, 2026): Comp 15–27. Accessed October 1, 2026. https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/2716.