Journal of Shandong Normal University(Natural Science), Volume. 40, Issue 2, 143(2025)

FACE TRACKING BASED ON GAUSS-HERMIT PARTICLE FILTER ALGORITHM

Zhou Pingping1, Zhang Hao2, and Li Tianping3
Author Affiliations
  • 1Yancheng Agricultural College, 224051, Yancheng, Jiangsu, China
  • 2Shuifa High-Tech Development Group Co., Ltd, 250100, Jinan, China
  • 3School of Physics and Electronics, Shandong Normal University, 250358, Jinan, China
  • show less
    References(12)

    [1] [1] Welch G,Bishop G. An introduction to the Kalman filter[EB/OL]. (2003-03-02) [2024-05-12]. http://www.ceri.memphis.edu/people/smalley/ESCI7355/welch%20and%20bishop%20-%20kalman.pdf.

    [2] [2] Anderson B D,Moore J B. Optimal Filtering[M]. New Jersey: Prentice-Hall,1979.

    [3] [3] Julier S J,Uhlmann J K. A new extension of the kalman filter to non lin ear systems[C]∥Proc. Of Aero sense: The 11th Int. Symp. on Aero sp ace/Defense Sensing,Simulation and Controls,Orlando,FL,USA,1997.

    [4] [4] Isard M,Blake A. Condensation-conditional density propagation for visual tracking[J]. International Journal of Computer Vision,1998,29(1): 5-28.

    [5] [5] Yang D,Zhang Y L. An improved spatial histogramand particle filter face tracking[J]. International Conference on Genetic and Evolutionary Computing,2015:257-267.

    [6] [6] Dou J F,Li J X,Zhang Z,et al. Face tracking with an adaptive adaboost-based particle filter[C]∥IEEE Chinese Control and Decision Conference (CCDC),Xi'an,China,2012,24: 3626-3631.

    [9] [9] Jain A K,Hsu R L,Mohamed Abdel-Mottaleb. Face detection in color images[C]∥IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,24(5): 696-706.

    [10] [10] Swain M J,Ballard D H. Color indexing[J]. International Journal Of Computer Vision,1991,7(1): 11-32.

    [11] [11] Lin C. Face detection in complicated backgrounds and different illumination conditions by using YCbCr color space and neural network[J].Pattern Recognition Letters,2007,28(16): 2190-2200.

    [12] [12] Valiska J,Marchevsky S,Kokoska R. Object tracking by color-based particle filter techniques in video sequences[C]∥24th International Conference,Radioelektronika,Bratislava,Slovak Republic,2014: 1-4.

    [13] [13] Zhang M,Wang Q,He Z,et al. Bhattacharyya distance based kernel method for hyperspectral data multi-class classification [C]∥Instrumentation and Measurement Technology Conference,Austin,TX,USA,2010: 629-632.

    [14] [14] Zhu W,Levinson S. Edge orientation-based multi-view object recognition [C]∥Proceedings 15th Internetionol Conference on Pattern Recognition,Barcelona,Spain,2000,1: 936-939.

    Tools

    Get Citation

    Copy Citation Text

    Zhou Pingping, Zhang Hao, Li Tianping. FACE TRACKING BASED ON GAUSS-HERMIT PARTICLE FILTER ALGORITHM[J]. Journal of Shandong Normal University(Natural Science), 2025, 40(2): 143

    Download Citation

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

    Received: Mar. 16, 2025

    Accepted: Aug. 22, 2025

    Published Online: Aug. 22, 2025

    The Author Email:

    DOI:10.3969/j.issn.1001-4748.2025.02.004

    Topics