Computer vision is being used in asymmetric warfare for reconnaissance, surveillance, target identification, counterterrorism, and counterinsurgency. This technology has the potential to improve situational awareness, decision-making, and mission effectiveness. High-performance computing (HPC) plays a key role in this application by providing the processing power needed to analyze large amounts of data.