Optics and Precision Engineering, Volume. 19, Issue 4, 864(2011)

Moving object tracking with multi-degree-of-freedom based on particle filters

WANG Guo-liang* and LIU Jin-guo
Author Affiliations
  • [in Chinese]
  • show less
    References(15)

    [1] [1] GREIFFENHAGEN M, RAMESH V, COMANICIU D, et al.. Statistical modeling and performance characterization of a real-time dual camera surveillance system [J]. IEEE International Conference on Computer Vision and Pattern Recognition, 2000(2):2335-2342.

    [2] [2] MENSER B,BRUNIG M. Face detection and tracking for video coding applications [C]. In Asilomar Conference on Signals, Systems, and Computers. USA: IEEE Press, 2000,1:49-53.

    [8] [8] GORDON N, SALMOND D, SMITH A. Novel approach to nonlinear/non-gaussian baysian state estimation [J]. IEE Proceedings on Radar and Signal Processing, 1993, 140(2):107-113.

    [9] [9] LIU J S, CHEN R. Sequential Monte Carlo methods for dynamical systems [J]. J. of the American Statistical Association, 1998,93(5):1032-1044.

    [10] [10] ISARD M, BLAKE A. CONDENSATION-Conditional density propagation for visual tracking [J]. Int. J. Comput. Vis.,1998,29(1):5-28.

    [11] [11] SANJEEV ARULAMPALAM M, MASKELL S, GORDON N, et al.. A tutorial on particle filters for online nonlinear/non-gaussian bayesial tracking [J]. IEEE Trans. On Signal Proc., 2002,50(2):174-188.

    [12] [12] CRISAN D, DOUCET A. A survey of convergence results on particle filtering methods for practitioners [J]. IEEE Transactions on Signal Processing, 2002,50(3):736-746.

    [13] [13] DOUCET A, GODSILL S,ANDRIEU C. On sequential monte carlo sampling methods for Bayesian filtering [J]. Statistics and Computing, 2000,10(3):197-208.

    [14] [14] KASS M, WITKIN A, TERZOPOULOS D. Snake: active contour models [J]. International Journal of Computer Vision, 1987,1(4): 321-331.

    [15] [15] COMANICIU D,MEER P. Mean shift: A Robust application toward feature space analysis [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002,24(5):603-619.

    CLP Journals

    [1] WU Xin-jie, HUANG Guo-xing, WANG Jing-wen. Application of particle filtering algorithm to image reconstruction of ECT[J]. Optics and Precision Engineering, 2012, 20(8): 1824

    [2] YAN Jia, WU Min-yuan. On-line boosting based target tracking under occlusion[J]. Optics and Precision Engineering, 2012, 20(2): 439

    [3] GONG Jun-liang, HE Xin, WEI Zhong-hui, GUO Jing-ming. Multiple infrared target tracking using improved auxiliary particle filter[J]. Optics and Precision Engineering, 2012, 20(2): 413

    [4] WANG Li-rong, WANG Jian-lei. Lip contour modeling based on PCA[J]. Optics and Precision Engineering, 2012, 20(12): 2768

    [5] LI Dong-nian, ZHOU Yi-qi. Three dimensional hand tracking by improved particle swarm optimized particle filter[J]. Optics and Precision Engineering, 2014, 22(10): 2870

    [6] SUN Xiao-yan, CHANG Fa-liang. Object tracking based on sparse representation of gradient feature[J]. Optics and Precision Engineering, 2013, 21(12): 3191

    Tools

    Get Citation

    Copy Citation Text

    WANG Guo-liang, LIU Jin-guo. Moving object tracking with multi-degree-of-freedom based on particle filters[J]. Optics and Precision Engineering, 2011, 19(4): 864

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Apr. 30, 2010

    Accepted: --

    Published Online: Jun. 14, 2011

    The Author Email: WANG Guo-liang (wglnj@yahoo.com.cn)

    DOI:10.3788/ope.20111904.0864

    Topics