
This paper discusses how computer vision and image-processing–based surveillance systems can help improve police response time in Nigerian cities. It explains current security challenges, the limitations of traditional CCTV systems, and how intelligent video analytics can detect incidents early and support faster decision-making. The study focuses on urban centers such as Lagos, Abuja, and Port Harcourt, and highlights why advanced computer vision skills are important for modern policing and public safety.