IDEAS home Printed from https://ideas.repec.org/a/hin/jnlmpe/353406.html
   My bibliography  Save this article

An Algorithm for Fast Computation of 3D Zernike Moments for Volumetric Images

Author

Listed:
  • Khalid M. Hosny
  • Mohamed A. Hafez

Abstract

An algorithm was proposed for very fast and low-complexity computation of three-dimensional Zernike moments. The 3D Zernike moments were expressed in terms of exact 3D geometric moments where the later are computed exactly through the mathematical integration of the monomial terms over the digital image/object voxels. A new symmetry-based method was proposed to compute 3D Zernike moments with 87% reduction in the computational complexity. A fast 1D cascade algorithm was also employed to add more complexity reduction. The comparison with existing methods was performed, where the numerical experiments and the complexity analysis ensured the efficiency of the proposed method especially with image and objects of large sizes.

Suggested Citation

  • Khalid M. Hosny & Mohamed A. Hafez, 2012. "An Algorithm for Fast Computation of 3D Zernike Moments for Volumetric Images," Mathematical Problems in Engineering, Hindawi, vol. 2012, pages 1-17, October.
    • Handle: RePEc:hin:jnlmpe:353406
    DOI: 10.1155/2012/353406
    as

    Download full text from publisher

    File URL: http://downloads.hindawi.com/journals/MPE/2012/353406.pdf
    Download Restriction: no
    File URL: http://downloads.hindawi.com/journals/MPE/2012/353406.xml
    Download Restriction: no
    File URL: https://libkey.io/10.1155/2012/353406?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hin:jnlmpe:353406. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Mohamed Abdelhakeem (email available below). General contact details of provider: https://www.hindawi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.