ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments. - Lyes Saad Saoud; Zhenwei Niu; Atif Sultan; Lakmal D. Seneviratne; Irfan Hussain (ICAR, 2023)

Seeing Through the Haze: A Comprehensive Review of Underwater Image Enhancement Techniques. - Lyes Saad Saoud; Mahmoud Elmezain; Atif Sultan; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (IEEE Access, 2024)

Beyond observation: Deep learning for animal behavior and ecological conservation. - Lyes Saad Saoud; Atif Sultan; Mahmoud Elmezain; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (Ecol. Informatics, 2024)

Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking. - Mahmoud Elmezain; Lyes Saad Saoud; Atif Sultan; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (IEEE Access, 2025)