Acta Photonica Sinica, Volume. 40, Issue 11, 1761(2011)

An Integral Histogrambased Particle Filtering Tracking Method

QIU Jiatao1,*... LI Yushan1, WANG Cailing2 and LIU Yang1 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(16)

    [1] [1] COMANICIU D, RAMESH V, MEER P. Realtime tracking of nonrigid objects using MeanShift[C]. Proceedings of International Conference on Computer Vision and Pattern Recognition, 2000(2): 142149.

    [2] [2] WEN Jing, LI Jie, GAO Xinbo. An adaptive object tracking algorithm combined with particle filter and tensor subspace[J].Acta Photonica Sinica, 2010, 39(6):10471052.

    [3] [3] WU B, NEVATIA R. Detection and tracking of multiple, partially occluded humans by bayesian combination of edgelet based part detectors[J]. International Journal of Computer Vision, 2007, 75(2): 247266.

    [4] [4] OKUMA K, TALEGHANI A, DEFREITAS N, et al. A boosted particle filter: Multitarget detection and tracking[C]. Proceedings of 8th European Conference on Computer Vision, 2004, 1: 2839.

    [5] [5] LIU Yang, LI Yushan, ZHANG Dapu, et al.Visual Tracking based on dynamic object modeling in particle filter[J]. Acta Photonica Sinica, 2008, 37(2):375380.

    [6] [6] YANG C, DURAISWAMI R, DAVIS L. Fast multiple object tracking via a hierarchical particle filter[C]. Proceedings of 10th IEEE International Conference on Computer Vision, 2005(1): 212219.

    [7] [7] WU Y, WANG J Q, LU H Q. Robust Bayesian tracking on Riemannian manifolds via fragmentsbased representation [C]. Proceedings of ICASSP, 2009, 1: 765768.

    [8] [8] CHAI Y J, SHIN S H, CHANG K, et al. Realtime user interface using particle filter with integral histogram[J]. IEEE Transactions on Consumer Electronics, 2010, 56(2): 510515.

    [9] [9] QIU J T, LI Y S, CHU X Q. Efficient head tracking using an integral histogram constructing based on sparse matrix technology[C]. Proceedings of ACCV 2010 Workshops, 2010, LNCS6468(Part Ⅰ): 256265.

    [10] [10] 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576.

    [11] [11] PREZ P, VERMAAK J, BLAKE A. Data fusion for visual tracking with particles[J]. Proceedings of the IEEE Issue on State Estimation, 2004, 92(3): 495513.

    [12] [12] VIOLA P, JONES M J. Robust realtime face detection[J]. International Journal of Computer Vision, 2004, 52(2): 137154.

    [13] [13] PORIKLI F. Integral histogram: A fast way to extract histogram features in cartesian spaces[C]. Proceedings of International Conference on Computer Vision and Pattern Recognition, 2005, 1: 829836.

    [14] [14] KWON J, LEE K M. Visual tracking decomposition[C]. Proceedings of International Conference on Computer Vision and Pattern Recognition, 2010: 12691276.

    [15] [15] ALDAVERT D, RAMISA A, DE MANTARAS R L, et al. Fast and robust object segmentation with the integral linear classifier[C]. Proceedings of International Conference on Computer Vision and Pattern Recognition, 2010: 10461053.

    [16] [16] ZHU Q, YEH M C, CHENG K T, et al. Fast human detection using a cascade of histograms of oriented gradients [C]. Proceedings of International Conference on Computer Vision and Pattern Recognition, 2006, 2: 14911498.

    Tools

    Get Citation

    Copy Citation Text

    QIU Jiatao, LI Yushan, WANG Cailing, LIU Yang. An Integral Histogrambased Particle Filtering Tracking Method[J]. Acta Photonica Sinica, 2011, 40(11): 1761

    Download Citation

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

    Received: Jul. 11, 2011

    Accepted: --

    Published Online: Dec. 12, 2011

    The Author Email: Jiatao QIU (jtqiu@mail.xidian.edu.cn)

    DOI:10.3788/gzxb20114011.1761

    Topics