Laser & Optoelectronics Progress, Volume. 56, Issue 10, 101501(2019)

Feature-Weight and Scale Adaptive Algorithm for Kernel Correlation Tracking

Hongji Zhu* and Fengqin Yu
Author Affiliations
  • School of Internet of Things, Jiangnan University, Wuxi, Jiangsu 214122, China
  • show less
    References(17)

    [2] Lu H C, Li P X, Wang D. Visual object tracking: a survey[J]. Pattern Recognition and Artificial Intelligence, 31, 61-76(2018).

    [5] Kwon J, Lee K M. Visual tracking decomposition. [C]∥2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 13-18, 2010, San Francisco, CA, USA. New York: IEEE, 1269-1276(2010).

    [7] Hare S, Saffari A. Torr P H S. Struck: Structured output tracking with kernels. [C]∥2011 International Conference on Computer Vision, November 6-13, 2011, Barcelona, Spain. New York: IEEE, 263-270(2011).

    [9] Henriques J F, Caseiro R, Martins P et al. Exploiting the circulant structure of tracking-by-detection with kernels[M]. ∥Henriques J F, Caseiro R, Martins P, et al. Computer Vision-ECCV 2012. Berlin, Heidelberg: Springer-Verlag, 702-715(2012).

    [10] Danelljan M, Khan F S, Felsberg M et al. Adaptive color attributes for real-time visual tracking. [C]∥2014 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2014, Columbus, OH, USA. New York: IEEE, 1090-1097(2014).

    [13] Li Y, Zhu J K[M]. AScale adaptive kernel correlation filter tracker with feature integration, 254-265(2015).

    [15] Montero A S, Lang J, Laganière R. Scalable kernel correlation filter with sparse feature integration. [C]∥2015 IEEE International Conference on Computer Vision Workshop (ICCVW), December 7-13, 2015, Santiago, Chile. New York: IEEE, 587-594(2015).

    [17] Wu Y, Lim J, Yang M H. Online object tracking: A benchmark. [C]∥2013 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2013, Portland, OR, USA. New York: IEEE, 2411-2418(2013).

    Tools

    Get Citation

    Copy Citation Text

    Hongji Zhu, Fengqin Yu. Feature-Weight and Scale Adaptive Algorithm for Kernel Correlation Tracking[J]. Laser & Optoelectronics Progress, 2019, 56(10): 101501

    Download Citation

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

    Category: Machine Vision

    Received: Nov. 13, 2018

    Accepted: Dec. 20, 2018

    Published Online: Jul. 4, 2019

    The Author Email: Hongji Zhu (zhu_hongji_purpose@163.com)

    DOI:10.3788/LOP56.101501

    Topics