• DocumentCode
    691231
  • Title

    Fast Image Registration Based on Phase Spectrum Difference

  • Author

    Lingsheng Kong ; Tiancong Wang

  • Author_Institution
    Nat. & Local United Eng. Res. Center of Small Satellite Technol., Changchun Inst. of Opt., Fine Mech. & Phys., Changchun, China
  • fYear
    2013
  • fDate
    21-23 Sept. 2013
  • Firstpage
    1503
  • Lastpage
    1506
  • Abstract
    An algorithm which is used to estimate scale and rotation of image registration in spatial domain according to its Fourier transform spectrum is proposed in the paper. Based on shift theorem of Fourier transform and auto-registration, the algorithm directly estimates scale and rotation with the phase spectrum difference of continuous images in polar and log-polar coordinates. Compared with traditional algorithm which has to search Dirac peak, this method needs not transform spectrum to spatial domain after calculation, which reduces processing time. Exprienments prove the superiority and validity of the algorithm in the image registration.
  • Keywords
    Fourier transforms; estimation theory; image registration; Fourier transform spectrum; autoregistration; continuous images; estimate rotation; estimate scale; fast image registration; image registration; log-polar coordinates; phase spectrum difference; polar coordinates; processing time reduction; search Dirac peak; shift theorem; spatial domain; Correlation; Estimation; Fourier transforms; Frequency-domain analysis; Gaussian noise; Image registration; Fourier transform; log-polar coordinates; phase spectrum difference; rotation; scale;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/IMCCC.2013.335
  • Filename
    6840725