Video surveillance is gaining popularity in numerous applications, including facility
management, traffic monitoring, crowd analysis, and urban security. Despite the increasing …

Current crowd behavior analyses based on 'live'visual or audiovisual camera streams
require numerous personnel and is error prone due to human mistakes. Hence, automatic …

UTOMATED video surveillance addresses real-time observation of people and vehicles
within a busy environment, leading to a description of their actions and interactions. The …

Crowd density analysis is a crucial component in visual surveillance mainly for security
monitoring. This paper proposes a novel approach for crowd density measure, in which local …

This chapter presents a review and systematic comparison of the state of the art on crowd
video analysis. The rationale of our review is justified by a recent increase in intelligent …

Understanding crowd behavior using automated video analytics is a relevant research
problem in recent times due to complex challenges in monitoring large gatherings. From an …

Crowd video analysis has applications in crowd management, public space design, and
visual surveillance. Example tasks potentially aided by automated analysis include anomaly …

From the streets of London to subway stations in New York City, hundreds of thousands of
surveillance cameras ubiquitously collect hundreds of thousands of videos, often running …

This paper presents the PETS2009 outdoor crowd image analysis surveillance dataset and
the performance evaluation of people counting, detection and tracking results using the …

Urban environments present unique challenges from the perspective of surveillance and
security. High volumes of activity data, different weather conditions, crowded scenes …