• DocumentCode
    736447
  • Title

    A dynamic queue based pipeline filter for infrared dim small target detection

  • Author

    Wang, Changcheng ; Shen, Yuheng ; Zhang, Di ; Cai, Yunze

  • Author_Institution
    Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, 200240, P.R. China
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    3770
  • Lastpage
    3775
  • Abstract
    The pipeline filter algorithm is a classical method which combines the time domain with the spatial domain in the field of information processing, but for it has problem in suppressing the fixed position sharp noise and poor real-time performance, it is restricted in the infrared dim small target detection. To solve this problem, this paper establishes three-dimensional dynamic queue pipeline, raises a dynamic queue strategy and uses space-domain algorithm based on morphology Top-Hat operator to do a second searching to ensure the continuity of the target and the pipeline. The simulation results show that for infrared sequential image, especially multi-target image, the method proposed in this paper can detect and output target trajectory nearly real-time, while ensuring an ideal probability of detection and low false alarm rate.
  • Keywords
    Algorithm design and analysis; Filtering algorithms; Heuristic algorithms; Object detection; Pipelines; Real-time systems; Trajectory; Dynamic Queue; IR Dim Small Target Detection; IR Sequential Image; Pipeline Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7260222
  • Filename
    7260222