Acta Photonica Sinica, Volume. 39, Issue 3, 571(2010)

Adaptive Layered-sampling Auxiliary Particle Filter′s Research and Application in Video Tracking

ZOU Wei-jun*... GONG Xiang and BO Yu-ming |Show fewer author(s)
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    References(9)

    [1] [1] PITT M,SHEPHARD N.Filtering via simulation:auxiliary particle filters[J].Journal of the American Statistical Association,1999,94(446):590-599.

    [2] [2] SHEN C H,VAN DEN ANTON H,BROOKS M J,et al.Enhanced importance sampling:unscented auxiliary particle filtering for visual tracking[C].Proceedings of Australian Conference on Artificial Intelligence,Cairns,Australia,2004,3339:180-191.

    [3] [3] CHANG C,ANSARI R.Kernel particle filter for visual tracking[J].IEEE Signal Processing Letters,2005,12(3):242-245.

    [4] [4] COMANICIU D,RAMES V,MEER P.Kernel-based object tracking[J].IEEE Transaction on Pattern Analysis and Machine Intelligence,2003,25(5):564-577.

    [5] [5] SHAN Cai-feng,TAN Tie-niu,WEI Yu-cheng.Real-time hand tracking using a meanshift embedded particle filter[J].Pattern Recognition,2007,40(7):1958-1970.

    [6] [6] ZHANG Bo,TIAN Wei-feng,JIN Zhi-hua.Head tracking based on the integration of two different particle filters[J].Measurement Science and Technology,2006,17(11):2877-2883.

    [7] [7] NAIT-CHARIF H,MCKENNA S J.Tracking poorly modeled motion using particle filters with iterated likelihood weighting[C].Proceedings of Asian Conference on Computer Vision,Korea,2004,4(1):156-161.

    [8] [8] ZHANG Bo.Research on visual tracking algorithm based on particle filter[D].Shanghai:Shanghai Jiaotong University,2007:72-75.

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    ZOU Wei-jun, GONG Xiang, BO Yu-ming. Adaptive Layered-sampling Auxiliary Particle Filter′s Research and Application in Video Tracking[J]. Acta Photonica Sinica, 2010, 39(3): 571

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    Paper Information

    Received: Oct. 12, 2009

    Accepted: --

    Published Online: May. 24, 2010

    The Author Email: Wei-jun ZOU (harry_cat@163.com)

    DOI:

    CSTR:32186.14.

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