• DocumentCode
    1693340
  • Title

    Improved dynamic programming algorithm for tracking small target of low-manoeuvring

  • Author

    Zhao, Xiao-Dong ; Liu, Xiang-Yang

  • Author_Institution
    Instn. of Inf. & Control, Hangzhou Dianzi Univ., Hangzhou, China
  • fYear
    2010
  • Firstpage
    2445
  • Lastpage
    2448
  • Abstract
    An update dynamic programming algorithm is presented in allusion to the features of the moving infrared small dim target. The main idea of this algorithm is that the predicting states between frames and a low threshold are applied to reduce the computation. The background noise is suppressed by the image pre-processing. The probability of detecting and false alarm are used to determine the threshold of image. Then its performance is evaluated, and some application problems are discussed. The point-trajectory sharing is used to process the candidate trajectories, which can abstract the small target accurately. Finally, the algorithm is verified feasible and performs well in the detection, recognition and track under low signal to noise ratio through simulation experiment.
  • Keywords
    dynamic programming; image motion analysis; image recognition; image segmentation; infrared imaging; object detection; optical tracking; probability; target tracking; background noise; dynamic programming; false alarm; image detection; image preprocessing; image recognition; image threshold; low-manoeuvring; moving infrared small dim target tracking; point-trajectory sharing; probability; signal to noise ratio; Algorithm design and analysis; Dynamic programming; Heuristic algorithms; Signal to noise ratio; Target tracking; Trajectory; DPA; low SNR; point- trajectory sharing; target with low manoeuvring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554666
  • Filename
    5554666