An Autonomous Water-Dropping Method with High Precision using Unmanned Aerial Firefighting Vehicles. - Xiaobo Wu; Shun Li; Linhan Qiao; Youmin Zhang 001; Hamza Benzerrouk; Hakim Guiddir (AIM, 2024)

Autonomous Vision-Guided High-Precision Firefighting using Unmanned Aerial Vehicles. - Erfan Dilfanian; Youmin Zhang 001; Huajun Dong; Linhan Qiao; Amin Taherzadeh; Xiaobo Wu; Hamza Benzerrouk; Hakim Guiddir (IECON, 2024)

Grad-CAM for Network Models: To Support Aerial Vision Based Wildfire Perception. - Linhan Qiao; Yufei Fu; Huajun Dong; Qiaomeng Qin; Youmin Zhang 001; Xiaobo Wu; Erfan Dilfanian; Amin Taherzadeh; Hamza Benzerrouk; Hakim Guiddir; Howard Murray (IECON, 2024)

Unmanned Aerial-Ground Systems for Wildfire Detection, Global Localization and Suppression. - Qiaomeng Qin; Erfan Dilfanian; Youmin Zhang 001; Yufei Fu; Hamza Benzerrouk; Hakim Guiddir (MED, 2025)