• DocumentCode
    708678
  • Title

    Translation and scale invariants of three-dimensional Tchebichef moments

  • Author

    El Mallahi, Mosatafa ; Mesbah, Abderrahim ; Qjidaa, Hassan ; Zenkouar, Khalid ; El Fadili, Hakim

  • Author_Institution
    LESSI, Sidi Mohamed Ben Abdellah Univ., Fez, Morocco
  • fYear
    2015
  • fDate
    25-26 March 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Three-dimensional digital images are gaining more attention of image processing application and pattern classification. Discrete Tchebichef moments are usually used pattern classification in the field of image processing application and pattern classification. In this paper, we introduce three-dimensional translation and scale invariants of tree-dimensional Tchebichef moments. They are algebraically derived directly from Tchebichef moments. Simulated experiments using 3-D MRI head image are carried out to verify the validity of the proposed invariance.
  • Keywords
    image classification; 3D MRI head image; discrete Tchebichef moments; image processing application; pattern classification; three-dimensional Tchebichef moments; three-dimensional digital images; three-dimensional scale invariants; three-dimensional translation; Head; Image analysis; Magnetic resonance imaging; Pattern classification; Pattern recognition; Polynomials; Discrete orthogonal polynomials; Orthogonal moments; Scale invariance; Tchebichef moment invariants; Three-dimensional Tchebichef moments; Translation invariance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Computer Vision (ISCV), 2015
  • Conference_Location
    Fez
  • Print_ISBN
    978-1-4799-7510-5
  • Type

    conf

  • DOI
    10.1109/ISACV.2015.7106177
  • Filename
    7106177