Dynamic memory optimization and enhancement techniques in real time video surveillance

Abstract

The evolving landscape of security and surveillance has seen a substantial transformation, newlineowing to the integration of cutting-edge technologies, including real-time newlinevideo surveillance systems, moving object detection, and object tracking capabilities. newlineThese advancements have ushered in a new era of enhanced safety and security for newlinepublic and commercial infrastructure, as well as private residences. The core of these newlineinnovations lies in the deployment of high-powered cameras that continuously capture newlinereal-time video streams, subsequently subject to processing and analysis for the rapid newlineidentification of suspicious activities. The primary objective of this thesis is to detect newlineand respond to security threats with remarkable speed and efficiency. newline