Airports, as crucial transportation hubs, have always prioritized safety and management as their topmost tasks. To address potential threats and security risks, airports require a reliable perimeter protection system. Video surveillance systems, as a mature technological solution, offer round-the-clock, all-encompassing monitoring and alert capabilities, and have been widely adopted in airport security management.