Electronics Optics & Control, Volume. 32, Issue 6, 1(2025)

A Heterogeneous Information Fusion Tracking Algorithm Based on Multi-scale Model

WANG Kai, HU Yudong, GAO Changsheng, and JING Wuxing
Author Affiliations
  • School of Astronautics, Harbin Institute of Technology, Harbin 150000, China
  • show less
    References(13)

    [6] [6] LI Y Q, NIU J W, OUYANG Z C. Fusion strategy of multi-sensor based object detection for self-driving vehicles[C]//International Wireless Communications and Mobile Computing (IWCMC). Limassol: IEEE, 2020: 1549-1554.

    [7] [7] CHENG P Y, LI J, KUO C C J. Multiscale video compression using wavelet transform and motion compensation[C]//International Conference on Image Processing. Washington: IEEE, 1995: 606-609.

    [8] [8] BAR-SHALOM Y. Update with out-of-sequence measurements in tracking: exact solution[J]. IEEE Transactions on Aerospace and Electronic Systems, 2002, 38(3): 769-777.

    [9] [9] WEN C L, LU B, GE Q B. Data fusion algorithm based on filtering step by step[J]. Acta Electronica Sinica, 2004, 32(8): 1264-1267.

    [10] [10] HU Y Y, HE X, ZHANG L, et al. IMM fusion estimation with multiple asynchronous sensors[J]. Signal Processing, 2014, 102: 46-57.

    [11] [11] JIANG L, YAN L P, XIA Y Q, et al. Asynchronous multirate multisensor data fusion over unreliable measurements with correlated noise[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(5): 2427-2437.

    [12] [12] TALHA M, STOLKIN R. Particle filter tracking of camouflaged targets by adaptive fusion of thermal and visible spectra camera data[J]. IEEE Sensors Journal, 2014, 14(1): 159-166.

    [14] [14] MO L B, SONG X Q, ZHOU Y Y, et al. Unbiased converted measurements for tracking[J]. IEEE Transactions on Aerospace & Electronic Systems, 1998, 34(3): 1023-1027.

    [15] [15] CHEN S L, QIU C Z, ZHANG Z Y. An efficient method for tracking failure detection using parallel correlation filtering and Siamese network[J]. Applied Intelligence, 2022, 52(7): 7713-7722.

    [16] [16] YU L, HOU J Y, FEI S M. Gesture tracking and locating algorithm based on federated tracking filter[J]. Journal of Dynamic Systems, Measurement, and Control, 2019, 141(12): 124501.

    [19] [19] HAO J Y, WANG B J, LI J. Asynchronous data fusion of infrared imaging and laser ranging for target tracking[C]//International Symposium on Optoelectronic Technology and Application. Beijing: SPIE, 2014: 93011F.

    [20] [20] HAN P X, MU R J, CUI N G. Effective fault diagnosis based on strong tracking UKF[J]. Aircraft Engineering and Aerospace Technology, 2011, 83(5): 275-282.

    [21] [21] MILLER M D, DRUMMOND O E. Comparison of methodologies for mitigating coordinate transformation bias in target tracking[C]//Signal and Data Processing of Small Targets. Orlando: SPIE, 2000: 414-427.

    Tools

    Get Citation

    Copy Citation Text

    WANG Kai, HU Yudong, GAO Changsheng, JING Wuxing. A Heterogeneous Information Fusion Tracking Algorithm Based on Multi-scale Model[J]. Electronics Optics & Control, 2025, 32(6): 1

    Download Citation

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

    Category:

    Received: Apr. 29, 2024

    Accepted: Jun. 12, 2025

    Published Online: Jun. 12, 2025

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2025.06.001

    Topics