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dc.contributor.authorLeoputra, Wilson
dc.contributor.authorTan, Tele
dc.contributor.authorLim, Fee-Lee
dc.contributor.editorY.Y. Tang
dc.contributor.editorS.P.Wang
dc.contributor.editorG. Lorette
dc.contributor.editorD.S. Young
dc.contributor.editorH. Yang
dc.date.accessioned2017-01-30T15:19:11Z
dc.date.available2017-01-30T15:19:11Z
dc.date.created2014-10-28T02:31:41Z
dc.date.issued2006
dc.identifier.citationLeoputra, W. and Tan, T. and Lim, F. 2006. Non-overlapping distributed tracking using particle filter, in Y.Y. Tang, Y.Y. et al (ed), 18th International Conference on Pattern Recognition, Aug 20-24 2006, pp. 181-185. Hong Kong: IEEE.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/45185
dc.identifier.doi10.1109/ICPR.2006.862
dc.description.abstract

Tracking people or objects across multiple cameras is a challenging research area in visual computing especially when these cameras have non-overlapping field-of-views. The important task is to associate a target of interest with its previous appearances across time and space within the camera network. In this paper, we propose a unified tracking framework using particle filter to efficiently switch between track prediction (to deal with non-overlapping region tracking) and visual tracking. The particle filter tracking system uses a map to provide the possible trajectory information of the target as it moves within the non-overlapping regions. We implemented and tested this tracking approach in an in-house multiple cameras system. Promising results were obtained which suggested the feasibility of such an approach.

dc.publisherIEEE Coputer Society Conference Publishing Services
dc.titleNon-overlapping distributed tracking using particle filter
dc.typeConference Paper
dcterms.source.startPage181
dcterms.source.endPage185
dcterms.source.titleProceedings of the 18th International Conference on Pattern Recognition Vol 3
dcterms.source.seriesProceedings of the 18th International Conference on Pattern Recognition Vol 3
dcterms.source.isbn0769525210
dcterms.source.conference8th International Conference on Pattern Recognition
dcterms.source.conference-start-dateAug 20 2006
dcterms.source.conferencelocationHong Kong
dcterms.source.placeLos Alamitos, USA
curtin.departmentDepartment of Computing
curtin.accessStatusFulltext not available


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