Enhancing UAV Aerial Image Analysis: Integrating Advanced SAHI Techniques With Real-Time Detection Models on the VisDrone Dataset. - Muhammad Muzammul; Abdulmohsen Algarni; Yazeed Yasin Ghadi; Muhammad Assam (IEEE Access, 2024)

IR-QLA: Machine Learning-Based Q-Learning Algorithm Optimization for UAVs Faster Trajectory Planning by Instructed- Reinforcement Learning. - Muhammad Muzammul; Muhammad Assam; Yazeed Yasin Ghadi; Nisreen Innab; Masoud Alajmi; Tahani Jaser Alahmadi (IEEE Access, 2024)

Quantum-Inspired Multi-Scale Object Detection in UAV Imagery: Advancing Ultra-Small Object Accuracy and Efficiency for Real-Time Applications. - Muhammad Muzammul; Muhammad Assam; Ayman Qahmash (IEEE Access, 2025)

Enhancing Tiny Object Detection Using Guided Object Inference Slicing (GOIS): An efficient dynamic adaptive framework for fine-tuned and non-fine-tuned deep learning models. - Muhammad Muzammul; Xuewei Li 003; Xi Li 001 (Neurocomputing, 2025)