Utilizing Real-ESRGAN for Enhanced Video Surveillance in Public Safety
Harshita Chourasia, Devendra Chourasia, Shrutika Wanjari, Mohammad Imran Khan · Advances in information security, privacy, and ethics book series · 2024
An important development in the field of traffic surveillance is enhanced video quality with ESRGAN, which provides law enforcement with unmatched clarity and accuracy when observing traffic, vehicles, and drivers. Through a significant increase in the resolution and clarity of traffic camera footage, ESRGAN provides authorities with images that are clearer and more comprehensive than those produced by traditional surveillance technologies. This upgrade not only improves the footage's visual quality but also increases the effectiveness of monitoring systems by giving them a better understanding of the dynamic environment of roads. ESRGAN enables authorities to detect and respond to events quickly and decisively by giving them a sharper and more comprehensive picture of road accidents. To put it briefly, enhanced video quality using ESRGAN is essentially a paradigm shift in traffic surveillance that raises the bar for monitoring system capabilities.