TransVisDrone: Spatio-Temporal Transformer for Vision-based Drone-to-Drone Detection in Aerial Videos

Tushar Sangam,Ishan Rajendrakumar Dave,Waqas Sultani,Mubarak Shah,Tushar Sangam,Ishan Rajendrakumar Dave,Waqas Sultani,Mubarak Shah

Drone-to-drone detection using visual feed has crucial applications, such as detecting drone collisions, detecting drone attacks, or coordinating flight with other drones. However, existing methods are computationally costly, follow non-end-to-end optimization, and have complex multi-stage pipelines, making them less suitable for real-time deployment on edge devices. In this work, we propose a sim...