Multiple camera coordination in a surveillance system Nguyen, N.T., Venkatesh, S., West, G. and Bui, H. H. 2003, Multiple camera coordination in a surveillance system, Zidonghua xuebao/acta automatica sinica, vol. 29, no. 3, pp. 408-422. Attached Files Name Description MIMEType Size Downloads Title Multiple camera coordination in a surveillance system Author(s) Nguyen, N.T. Venkatesh, S. orcid.org/0000-0001-8675-6631 West, G. Bui, H. H. Journal name Zidonghua xuebao/acta automatica sinica Volume number 29 Issue number 3 Start page 408 End page 422 Total pages 15 Publisher Kexue Chubanshe Place of publication Beijing, China Publication date 2003-05 ISSN 0254-4156 Keyword(s) camera allocation distributed surveillance system human tracking occlusion Summary We present a distributed surveillance system that uses multiple cheap static cameras to track multiple people in indoor environments. The system has a set of Camera Processing Modules and a Central Module to coordinate the tracking tasks among the cameras. Since each object in the scene can be tracked by a number of cameras, the problem is how to choose the most appropriate camera for each object. This is important given the need to deal with limited resources (CPU, power etc.). We propose a novel algorithm to allocate objects to cameras using the object-to-camera distance while taking into account occlusion. The algorithm attempts to assign objects in the overlapping field of views to the nearest camera, which can see the object without occlusion. Experimental results show that the system can coordinate cameras to track people and can deal well with occlusion. Language eng Field of Research 080104 Computer Vision Socio Economic Objective 890205 Information Processing Services (incl. Data Entry and Capture) HERDC Research category C1.1 Refereed article in a scholarly journal Copyright notice ©2003, Kexue Chubanshe Persistent URL http://hdl.handle.net/10536/DRO/DU:30044240 Document type: Journal Article Collections: Faculty of Science, Engineering and Built Environment School of Information Technology   Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Versions Version Filter Type Thu, 05 Apr 2012, 16:00:13 EST Wed, 18 Apr 2012, 11:40:24 EST Mon, 30 Apr 2012, 10:25:28 EST Thu, 03 May 2012, 14:30:34 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 43 times in Scopus Search Google Scholar Access Statistics: 596 Abstract Views, 0 File Downloads  -  Detailed Statistics Created: Thu, 05 Apr 2012, 16:00:13 EST

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