Infrared Technology, Volume. 44, Issue 7, 659(2022)

Infrared Small Target Tracking Based on Super-resolution and Online Detection DSST

Bin LI*, Xiuhong LI, and Hamdulla Askar
Author Affiliations
  • [in Chinese]
  • show less
    References(13)

    [2] [2] Fortmann T, Bar-Shalom Y, Scheffe M. Sonar tracking of multiple targets using joint probabilistic data association[J]. IEEE Journal of Oceanic Engineering, 1983, 8(3): 173-184.

    [3] [3] Gordon N J, Salmond D J, Smith A F. Novel approach to nonlinear/non-Gaussian Bayesian state estimation[C]//IEEE Proceedings F, 1993, 140(2): 107-113.

    [4] [4] Reid D. An algorithm for tracking multiple targets[J]. IEEE Transactions on Automatic Control, 1979, 24(6): 843-854.

    [5] [5] Barniv Y, Kella O. Dynamic programming Solution for detecting dim moving targets part II: analysis[J]. IEEE Transactions on Aerospace and Electronic Systems, 1987(6): 776-788.

    [6] [6] WEI L I, HUI L I. Infrared target tracking baSed on multiple featureS fuSion and weight Selected particle filter[J]. Laser and Infrared, 2014, 44(1): 35-40.

    [7] [7] YE Y S, LIU S F, SUN Q, et al. Application of improved particle filter algorithm in deep Space infrared Small target tracking[J]. Acta Electronica Sinica, 2015, 43(8): 1506-1512.

    [8] [8] Peleg T, Elad M. A StatiStical prediction model baSed on SparSe repreSentationS for Single image Super-reSolution[J]. IEEE Transactions on Image Processing, 2014, 23(6): 2569-2582.

    [9] [9] GlaSner D, Bagon S, Irani M. Super-reSolution from a Single image[C]// IEEE 12th International Conference on Computer Vision, 2009: 349-356.

    [10] [10] Alvarez L, Weickert J, Sanchez J. Reliable estimation of dense optical flow fieldS with large diSplacementS[J]. International Journal of Computer Vision, 2000, 39(1): 41-56.

    [11] [11] Walker J, Gupta A, Hebert M. Dense optical flow prediction from a static image[C]//Proceedings of the IEEE International Conference on Computer Vision, 2015: 2443-2451.

    [12] [12] KE Y, Sukthankar R. PCA-SIFT: A more distinctive representation for local image descriptors[C]//Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004, 2: 506-513.

    [13] [13] Bolme D S, Beveridge J R, Draper B A, et al. Visual object tracking using adaptive correlation filters[C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010: 2544-2550.

    [14] [14] Kalal Z, Mikolajczyk K, Matas J. Tracking-learning-detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34(7): 1409-1422.

    Tools

    Get Citation

    Copy Citation Text

    LI Bin, LI Xiuhong, Askar Hamdulla. Infrared Small Target Tracking Based on Super-resolution and Online Detection DSST[J]. Infrared Technology, 2022, 44(7): 659

    Download Citation

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

    Category:

    Received: Apr. 25, 2021

    Accepted: --

    Published Online: Aug. 2, 2022

    The Author Email: Bin LI (bingez@qq.com)

    DOI:

    CSTR:32186.14.

    Topics