• DocumentCode
    1141577
  • Title

    A system for sequential step detection with application to video image processing

  • Author

    Malone, Jo Anne ; Smith, L. Montgomery

  • Author_Institution
    Tennessee Univ. Space Inst., Tullahoma, TN, USA
  • Volume
    39
  • Issue
    4
  • fYear
    1992
  • fDate
    8/1/1992 12:00:00 AM
  • Firstpage
    277
  • Lastpage
    284
  • Abstract
    A method for detecting the occurrence of an abrupt steplike change in a time sequence of video images is presented. A single-pole recursive high-pass filter cascaded with a moving average filter processes the input data to remove the quiescent background level and accumulate a sustained change in amplitude. The absolute value of the output is compared to a threshold to decide whether a steplike change in signal amplitude has occurred. It is shown that, for a given cutoff frequency of the high-pass filter, an optimal value exists for the number of terms in the moving average. Considerations for implementation of the algorithm on practical image processors are discussed. The results of numerical and laboratory experiments are presented that verify the effectiveness of the method
  • Keywords
    computerised picture processing; high-pass filters; video signals; algorithm; computerised picture processing; cutoff frequency; moving average filter; quiescent background level; sequential step detection; signal amplitude; single-pole recursive high-pass filter; time sequence; video image processing; Aerodynamics; Change detection algorithms; Digital signal processing; Filters; Image analysis; Image processing; Image sequences; Infrared detectors; Monitoring; Signal processing algorithms;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/41.149745
  • Filename
    149745