Title :
Demo: Real-time indoors people tracking in scalable camera networks
Author :
Vedran Jelaca;Sebastian Griinwedel;Jorge Oswaldo Nino-Castaneda;Peter Van Hese;Dimitri Van Cauwelaert;Peter Veelaert;Wilfried Philips
Author_Institution :
Department of Telecommunications and Information Processing, TELIN-IPI-IBBT, Ghent University, Ghent, Belgium
Abstract :
In this demo we present a people tracker in indoor environments. The tracker executes in a network of smart cameras with overlapping views. Special attention is given to real-time processing by distribution of tasks between the cameras and the fusion server. Each camera performs tasks of processing the images and tracking of people in the image plane. Instead of camera images, only metadata (a bounding box per person) are sent from each camera to the fusion server. The metadata are used on the server side to estimate the position of each person in real-world coordinates. Although the tracker is designed to suit any indoor environment, in this demo the tracker´s performance is presented in a meeting scenario, where occlusions of people by other people and/or furniture are significant and occur frequently. Multiple cameras insure views from multiple angles, which keeps tracking accurate even in cases of severe occlusions in some of the views.
Keywords :
"Cameras","Servers","Real time systems","Image edge detection","Legged locomotion","Smart cameras","Visualization"
Conference_Titel :
Distributed Smart Cameras (ICDSC), 2011 Fifth ACM/IEEE International Conference on
Print_ISBN :
978-1-4577-1708-6
DOI :
10.1109/ICDSC.2011.6042957