In increasingly saturated airspace, the challenge of effectively detecting and tracking autonomous unmanned aerial vehicles (UAVs) becomes paramount. This difficulty is further amplified in UAV-dense environments where numerous drones may operate in close closeness. Existing detection and tracking t