• Infrared and Laser Engineering
  • Vol. 44, Issue 6, 1942 (2015)
Xu Chao1, Gao Min1, and Yang Yao2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: Cite this Article
    Xu Chao, Gao Min, Yang Yao. Self-tuning hierarchical Kalman-particle filter for efficient target tracking[J]. Infrared and Laser Engineering, 2015, 44(6): 1942 Copy Citation Text show less
    References

    [1] Wang Fasheng, Lu Mingyu, Zhao Qingjie, et al. Particle filtering algorithm [J]. Chinese Journal of Computers, 2014, 37(8): 1679-1694. (in Chinese)

    [2] Thomas V, Ray A K. Fuzzy particle filter for video surveillance[J]. IEEE Transactions on Fuzzy Systems, 2011, 19(5): 937-945.

    [3] Shana C, Tan T, Wei Y. Real-time hand tracking using a mean shift embedded particle filter[J]. Pattern Recognition, 2007, 40: 1958-1970.

    [4] Tian Li, Zhou Fugen, Meng Cai. Parallel particle filter object tracking based on embedded multi-core DSP systems[J]. Infrared and Laser Engineering, 2014, 43(7): 2354-2361.

    [5] Cao Yang, Zhao Mingfu, Luo Binbin, et al. Airborne platform′s tracking algorithm for free space optical [J]. Infrared and Laser Engineering, 2012, 41(11): 3065-3068.

    [6] Cheng H Y, Hwang J N. Adaptive particle sampling and adaptive appearance for multiple video object tracking[J]. Signal Processing, 2009, 89: 1844-1849.

    [7] Bimbo A D, Dini F. Particle filter-based visual tracking with a first order dynamic model and uncertainty adaptation[J]. Computer Vision and Image Understanding, 2011, 115: 771-786.

    [8] Kwon J, Lee K M, Park F C. Visual tracking via geometric particle filtering on the affine group with optimal importance functions [C]//IEEE CVPR, 2009: 991-998.

    [9] Li P, Zhang T, Pece A. Visual contour tracking based on particle filters[J]. Image Vis Comput, 2003, 21(1): 111-123.

    [10] Xia Nan, Qiu Tianshuang, Li Jingchun, et al. A nonlinear filtering algorithm combining the kalman filter and the particle filter [J]. Acta Electronic Sinca, 2013, 41(1): 148-152. (in Chinese)

    [11] Rui Y, Chen Y. Better proposal distributions: object tracking using the unscented particle filter[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2001, 2: 786-793.

    [12] Li Quan, Zhao Xunjie, Peng Qingyan, et al. Windows adaptive particle filter algorithm based on principal component analysis[J]. Infrared and Laser Engineering, 2014, 43(10): 3474-3479. (in Chinese)

    [13] Khan Z, Balch T, Dellaert F. A Rao-Blackwellized particle filter for Eigen tracking [C]//IEEE Conference on Computer Vision and Pattern Recognition, 2004: 980-986.

    [14] Hu Zhentao, Liu Xianxing, Hou Yandong. Real-time marginalized particle filter based on weights consistency optimization[J]. Acta Electronica Sinca, 2014, 42(10): 1970-1976. (in Chinese)

    [15] Yin S, Na J H, Choi Y J, et al, Hierarchical kalman-particle filter with adaptation to motion changes for object tracking [J]. Computer Vision and Image Understanding, 2011, 115: 885-900.

    [16] Li M, Tan T, Chen W, et al. Efficient object tracking by incremental self-tuning particle filtering on the affine group [J]. IEEE Transactions on Image Processing, 2012, 21(3): 1298-1313.

    Xu Chao, Gao Min, Yang Yao. Self-tuning hierarchical Kalman-particle filter for efficient target tracking[J]. Infrared and Laser Engineering, 2015, 44(6): 1942
    Download Citation