• DocumentCode
    1035860
  • Title

    Efficient implementation of accurate geometric transformations for 2-D and 3-D image processing

  • Author

    Dooley, Saul R. ; Stewart, Robert W. ; Durrani, Tariq S. ; Setarehdan, S. Kamal ; Soraghan, John J.

  • Author_Institution
    Philips Res. Labs., Surrey, UK
  • Volume
    13
  • Issue
    8
  • fYear
    2004
  • Firstpage
    1060
  • Lastpage
    1065
  • Abstract
    This paper proposes the use of a polynomial interpolator structure (based on Horner´s scheme) which is efficiently realizable in hardware, for high-quality geometric transformation of two- and three-dimensional images. Polynomial-based interpolators such as cubic B-splines and optimal interpolators of shortest support are shown to be exactly implementable in the Horner structure framework. This structure suggests a hardware/software partition which can lead to efficient implementations for multidimensional interpolation.
  • Keywords
    image processing; interpolation; multidimensional signal processing; splines (mathematics); 3D image processing; Horner structure framework; accurate geometric transformation; cubic-B-splines; hardware partition; multidimensional interpolation; polynomial interpolator structure; software partition; Application software; Biomedical imaging; Hardware; Image processing; Image registration; Interpolation; Magnetic resonance imaging; Multidimensional systems; Polynomials; Spline; Algorithms; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2004.828438
  • Filename
    1315695