This paper introduces FR-GESTURE, a novel RGBD dataset for gesture-based control of Unmanned Ground Vehicles (UGVs) by First Responders (FRs). It defines 12 specific gestures inspired by existing FR signals and tactical hand signals, collected to facilitate more intuitive human-robot interaction in disaster scenarios.