• DocumentCode
    2998171
  • Title

    Robust Image Registration via Cepstral Analysis

  • Author

    Gonzalez, Ruben

  • Author_Institution
    Inst. for Integrated & Intell. Syst., Griffith Univ., Gold Coast, QLD, Australia
  • fYear
    2011
  • fDate
    6-8 Dec. 2011
  • Firstpage
    45
  • Lastpage
    50
  • Abstract
    Cepstrum based image registration has been largely overlooked over the past two decades. Initial investigation of the method was limited to alignment of images exhibiting only translational differences. Later attempts to extend the method to handle rotations proved disappointing. This paper presents a cepstrum-based registration method that provides performance comparable to the state of the art over a wide range of scale factors and rotation angles, with reduced computational load.
  • Keywords
    image registration; cepstral analysis; cepstrum based registration method; robust image registration; rotation angles; scale factors; Cepstrum; Correlation; Fourier transforms; Image registration; Image resolution; Vectors; Affine Transformation; Cepstrum; Global Motion Estimation; Image Registration; log-polar transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Image Computing Techniques and Applications (DICTA), 2011 International Conference on
  • Conference_Location
    Noosa, QLD
  • Print_ISBN
    978-1-4577-2006-2
  • Type

    conf

  • DOI
    10.1109/DICTA.2011.16
  • Filename
    6128658