A 300% increase in three years; from 200 million in 2017 to 626 million in 2020. This
astounding number is the most recent prediction for the total number of surveillance …

Crowd behaviour analysis forms a central basis for having peaceful event organization, with
a minimum calamitous situation in the place of public congregation. Conventionally, the …

Digital surveillance systems are ubiquitous and continuously generate massive amounts of
data, and manual monitoring is required in order to recognise human activities in public …

In today's security and monitoring landscape, remote surveillance has become a
cornerstone. However, its conventional role as a passive historical event recorder has …

Video-based surveillance and monitoring of indoor spaces such as offices, airports and
convenience stores has attracted increasing interest in recent years. While video proves …

Recent advancements in deep learning and video analysis, combined with the efficiency of
contemporary computational resources, have catalyzed the development of advanced real …

Automation and autonomous systems are among the few powerhouses of innovation that
drive entire domains towards advancing further in leaps and bounds. Great technological …

Human injuries and casualties at entertaining, religious, or political crowd events often occur
due to the lack of proper crowd safety management. For instance, for a large scale moving …

The rapid advancement in the field of machine learning and high-performance computing
have highly augmented the scope of video-based traffic monitoring systems. In this study, an …

Public places where crowds gather are considered hotspots for abnormal incidents. Rapid
detection of abnormal behavior through video surveillance is crucial for maintaining public …