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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). , 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: particle filter ; nonlinear systems ; data association ; multiple objects ; video ; DCS-publications-id ; inproc-438 ; DCS-publications-credits ; dsp ; DCS-publications-personnel-id ; 121
    Subjects: Q Science > QA Mathematics > QA75 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?: No
    Published?: Published
    Last Modified: 17 Sep 2013 09:33
    Identification Number:
    URI: http://eprints.lancs.ac.uk/id/eprint/4371

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