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Opto-Electronic Engineering, Volume. 41, Issue 11, 1(2014)

Multi-region Sampling Object Tracking Algorithm

XIA Yu1,2、* and WU Xiaojun2
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  • 1[in Chinese]
  • 2[in Chinese]
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    [1] [1] HU Shiqiang, JING Zhongliang. Overview of particle filter algorithm [J]. Control and Decision, 2005, 20(4): 361-365.

    [2] [2] Fredrik G, Fredrik G, Niclas G, et al. Particle filters for positioning, navigation and tracking [J]. IEEE Transactions on Signal Processing(S1053-587X), 2002, 50(2): 425-437.

    [3] [3] Alberto D B, Fabrizio D. Particle filter-based visual tracking with a first order dynamic model and uncertainty adaptation [J]. Computer Vision and Image Understanding(S1077-3142), 2011, 115(6): 771-786.

    [4] [4] XIA Yu, WU Xiaojun, WANG Hongyuan. Object Tracking Algorithm Based on Partial Feature Combination [J]. Opto-Electronic Engineering, 2012, 39(7): 67-74.

    [5] [5] HAN Zhenjun, YE Qixiang, JIAO Jianbin. Combined feature evaluation for adaptive visual object tracking [J]. Computer Vision and Image Understanding(S1077-3142), 2011, 115(1): 69-80.

    [6] [6] GUO Kangde, ZHANG Mingmin, SUN Chao, et al. 3D fingertip tracking algorithm based on computer vision [J]. Journal of Computer Research and Development, 2010, 47(6): 1013-1019.

    [7] [7] Chang I′cheng, Lin Shih-yao. 3D human motion tracking based on a progressive particle filter [J]. Pattern Recognition(S0031-3203), 2010, 43(10): 3621-3635.

    [8] [8] CHU Jinkui, LI Ronghua, LI Qingying, et al. A visual attention model for robot object tracking [J]. International Journal of Automation and Computing(S1476-8186), 2010, 7(2): 39-46.

    [9] [9] Gordon N J, Salmond D J, Smith A F M. Novel approach to nonlinear/non-Gaussian Bayesian state estimation [J]. IEEE Proceedings on Radar and Signal Processing(S0143-7070), 1993, 140(2): 107-113.

    [10] [10] MEI Xue, LING Haibin. Robust visual tracking and vehicle classification via sparse representation [J]. IEEE Transations on Pattern Analysis and Machine Intelligence(S0162-8828), 2011, 33(11): 2259-2272.

    [12] [12] LIU Chenguang, LIU Jiafeng, HUANG Jianhua, et al. Human pose tracking based on partitioned sampling particle filter and multiple cues fusion [J]. Journal of Computer Research and Development, 2011, 48(12): 2359-2368.

    [13] [13] LI Bai, YAN Wang. Road tracking using particle filters with partition sampling and auxiliary variables [J]. Computer Vision and Image Understanding(S1077-3142), 2011, 115(10): 1463-1471.

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    XIA Yu, WU Xiaojun. Multi-region Sampling Object Tracking Algorithm[J]. Opto-Electronic Engineering, 2014, 41(11): 1

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    Paper Information

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    Received: Dec. 31, 2013

    Accepted: --

    Published Online: Dec. 8, 2014

    The Author Email: Yu XIA (csxiayu@hotmail.com)

    DOI:10.3969/j.issn.1003-501x.2014.11.001

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology