The Impact of Artificial Intelligence on Surveillance Camera Systems: Facial Recognition Growth

"This peer-reviewed study investigates how artificial intelligence, machine learning, and computer vision enhance surveillance systems through real-time facial recognition and intelligent video analytics. It proposes an adaptive software architecture that overcomes operational challenges like poor lighting and crowded environments to automate security and attendance management. The research highlights the transformative capacity of intelligent systems across public and private infrastructures."