A Data Association Algorithm for Multiple Object Tracking in Video Sequences

Jaward, M. and Mihaylova, L. and Canagarajah, N. and Bull, D. (2006) A Data Association Algorithm for Multiple Object Tracking in Video Sequences. In: Target Tracking: Algorithms and Applications, 2006. The IEE Seminar on (Ref. No. 2006/11359) :. UNSPECIFIED, Birmingham, UK, 129- 136. ISBN -86341-608-X

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Abstract

This paper presents a particle filtering algorithm for multiple object tracking. The proposed particle filter (PF) embeds a data association technique based on the joint probabilistic data association (JPDA) which handles the uncertainty of the measurement origin.

Item Type:

Contribution in Book/Report/Proceedings

Uncontrolled Keywords:

/dk/atira/pure/researchoutput/libraryofcongress/qa75

Subjects:

?? particle filternonlinear systemsdata associationmultiple objectsvideodcs-publications-idinproc-438dcs-publications-creditsdspdcs-publications-personnel-id121qa75 electronic computers. computer science ??

Departments:

Faculty of Science and Technology > School of Computing & Communications

ID Code:

4371

Deposited By:

Dr L Mihaylov

Deposited On:

10 Mar 2008 13:24

Refereed?:

Yes

Published?:

Published

Last Modified:

20 Sep 2024 23:50

URI:

https://eprints.lancs.ac.uk/id/eprint/4371