Automated Surveillance in Distributed, Wireless Visual Networks: A Comparative Study
Tarem Ahmed, Supriyo Ahmed, Al‐Sakib Khan Pathan · Advanced Science and Technology Letters · 2013
Abstract. A number of algorithms have been recently proposed for au-tomatic intruder detection from CCTV images. Past researchers have tested these algorithms on centralized networks where all images are transmitted to a central control room. This paper demonstrates the ap-plicability of a selection of such algorithms to a distributed network of wireless visual sensors. An empirical comparative study of the most pop-ular of such algorithms on a simulation of a wireless sensor network is presented. In addition, this paper provides further evidence in support of the most effective of such algorithms to the problem of anomaly detection in image streams.