… crowd monitoring and tracking. Utilizing computer vision 27 and real-time automated analytics
in … In this paper, we examine several viable approaches 32 to automated crowd monitoring …

… crowd video analysis technology from the current video surveillance system. The latest
approach for crowd … This work explains the many modern methodologies for crowd monitoring …

… of edge video analytics. We have shown that video analytics can be performed but the
application responsiveness highly depends of the input data size. Rescaling video frames is a …

… survey of video analytics as well as its application. We present advances in video analytics
… behavior analysis, moving object classification, video summarization, object detection, object …

… important for public safety, such as counterterrorism and crowd monitoring. Moreover, the …
is usually used to enhance vision for understanding fireground and monitor forest fire; …

… Our suggested automated video analytics for crowd monitoring and tracking would result in
… CCTV monitoring is often conducted by human operators. Data gathering of crowd density …

… various topics in the area of crowd video analysis. The advantages and disadvantages of
the state-of-the-art methods related to video analytics in crowded scenes have been detailed. …

… challenges for crowd safety and surveillance as described in [11]. Crowd analytics have …
in different multimedia forms (eg audio and video), to solutions that require high capacity for …

… In general perspectives, crowd management, monitoring, and analytics have potential for
a number of applications. These include but are not limited to the safety domain, emergency …

… to design and implement an Intelligent Video Analytics Model (IVAM) also known as Human
Object Detection (HOD) method for analyzing and detecting video-based abundant objects …