Journal of Terahertz Science and Electronic Information Technology , Volume. 19, Issue 5, 922(2021)

Track and detection for specified moving object based on Convolutional Neural Networks

CHEN Bin1,2 and WANG Lei1、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(10)

    [1] [1] DALAL N,TRIGGS B. Histograms of oriented gradients for human detection[C]//Computer Vision and Pattern Recognition. San Diego,CA,USA:IEEE, 2005:886-893.

    [4] [4] REDMON J,FARHADI A. YOLOv3:an incremental improvement[J/OL]. arXiv:Computer Vision and Pattern Recognition, 2018.

    [5] [5] EVERINGHAM M,VAN GOOL L,WILLIAMS C K I. The PASCAL Visual Object Classes(VOC) challenge[J]. International Journal of Computer Vision, 2010,88(2):303-338.

    [6] [6] LIN T Y,DOLLAR P,GIRSHICK R. Feature pyramid networks for object detection[C]//In proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Honolulu,HI,USA:IEEE, 2017:2117-2125.

    [7] [7] REN S,HE K,GIRSHICK R B,et al. Faster R-CNN:towards real-time objection detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017,39(6):1137-1149.

    [8] [8] REDMON J,FARHADI A. YOLO9000:better faster stronger[C]//Computer Vision and Pattern Recognition. Beijing:IEEE, 2017:7263-7271.

    [9] [9] KALMAN R E. A new approach to linear filtering and prediction problems[J]. Journal of Basic Engineering, 1960,82(1): 35-45.

    [10] [10] KUHN H W. The hungarian method for the assignment problem[J]. Naval Research Logistics Quarterly, 1955,2(1):83-97.

    [11] [11] BEWLEY A,GE Z,OTT L,et al. Simple online and realtime tracking[C]//International Conference on Image Processing. Phoenix,AZ,USA:IEEE, 2016.

    Tools

    Get Citation

    Copy Citation Text

    CHEN Bin, WANG Lei. Track and detection for specified moving object based on Convolutional Neural Networks[J]. Journal of Terahertz Science and Electronic Information Technology , 2021, 19(5): 922

    Download Citation

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

    Category:

    Received: Dec. 24, 2019

    Accepted: --

    Published Online: Nov. 15, 2021

    The Author Email: Lei WANG (wanglei839@sina.com)

    DOI:10.11805/tkyda2019562

    Topics