• DocumentCode
    3253922
  • Title

    Moving object velocity estimation by appropriately choosing spatial frequencies in the MixeD domain

  • Author

    Wu, Shengli ; Hamada, Nozomu

  • Author_Institution
    Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    99
  • Lastpage
    102
  • Abstract
    To estimate moving objects velocity in an image sequence is useful for a variety of applications, such as computer vision and monitoring systems. An effective way is to approach it in the transform/spatiotemporal mixed domain (MixeD), but it remains a problem how to select several 2-D spatial frequency points in MixeD domain which may influence the accuracy of velocity estimation and object detection. We propose a method to approach the velocity estimation problem by automatically selecting only two appropriate points in 2-D spatial frequency domain, the selection is achieved by using the established evaluation function together with a threshold. The simulation results show that the proposed method is effective on the selection of spatial frequency points
  • Keywords
    adaptive signal processing; computer vision; discrete Fourier transforms; frequency-domain analysis; image sequences; motion estimation; multidimensional signal processing; object detection; 2D spatial frequency domain; 2D spatial frequency points selection; 3D signal processing; DFT; MixeD domain; adaptive selection method; computer vision; evaluation function; image sequence; monitoring systems; moving object velocity estimation; object detection; simulation results; spatial frequencies; threshold; transform/spatiotemporal mixed domain; Band pass filters; Design engineering; Discrete Fourier transforms; Equations; Fourier transforms; Frequency domain analysis; Frequency estimation; Object detection; Signal processing; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and Signal Processing, 1999 IEEE Pacific Rim Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    0-7803-5582-2
  • Type

    conf

  • DOI
    10.1109/PACRIM.1999.799487
  • Filename
    799487