An Introduction to Deep Learning‐Based Object Recognition and Tracking for Enabling Defense Applications

Summary

Object monitoring and surveillance technologies are crucial in defense, border protection, and counter‐terrorism operations. These technologies enable military and security personnel to monitor and track the movement of objects and individuals in high‐risk areas, detect potential security threats, and respond effectively to intrusions or attacks. In defense, object monitoring and surveillance technologies are used to see troop movements, monitor enemy activities, and provide real‐time intelligence to military commanders. These technologies include radar systems, unmanned aerial vehicles (UAVs), and satellite imagery. By providing early warning of enemy movements and threats, these technologies help military personnel to respond quickly and effectively, increasing their chances of success. In border protection, object monitoring and surveillance technologies detect illegal border crossings, drug trafficking, and smuggling activities. These technologies include thermal imaging cameras, ground sensors, and surveillance UAVs. By providing real‐time information about border activities, these technologies help border control personnel detect and apprehend illegal activities, reducing the risk of border incursions and other security threats. In counter‐terrorism operations, object monitoring and surveillance technologies detect potential threats and prevent terrorist attacks. These technologies include facial recognition systems, biometric scanners, and other advanced monitoring systems. By identifying potential dangers before they can carry out attacks, these technologies help security personnel to prevent terrorist activities and safeguard the public. In conclusion, object monitoring and surveillance technologies are critical in defense, border protection, and counter‐terrorism operations. By enabling military and security personnel to detect and respond to potential threats quickly and effectively, these technologies help safeguard national security and protect citizens from harm.