Chinese Optics Letters, Volume. 14, Issue 9, 091001(2016)

Development of image invariant moments—a short overview

Kejia Wang1,2, Ziliang Ping3,4, and Yunlong Sheng1、*
Author Affiliations
  • 1Center for Optics, Photonics and Lasers, Department of Physics, Physical Engineering and Optics, Laval University, Quebec G1V0A6, Canada
  • 2Inner Mongolia Electronic Information Vocational Technical College, Huhhot 010070, China
  • 3School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
  • 4Inner Mongolia Normal University, Huhhot 010020, China
  • show less
    Figures & Tables(5)
    Orthogonal radial polynomials: (a) Zernike polynomials with the degrees n=10–28 for circular harmonic order m=10, (b) orthogonal Fourier-Mellin polynomials with the degrees n=0–9.
    (a) Original image of a letter E in the unit disk; (b) reconstructed from first 64 orthogonal Fourier-Mellin moments Φn,m with n, m=0–7; (c) reconstructed from Zernike moments Rn,m with circular harmonic orders m=0–7 and for each m using the eight lowest degrees, satisfying n≥|m|+2.
    Shifted Chebyshev polynomial Rn(r) with n=1, 2, 9, 10, [25]
    Bessel Radial polynomial J1(λnr) with n=0,1,…,9, [28].
    • Table 1. Family of Image Moments

      View table
      View in Article

      Table 1. Family of Image Moments

      Non-orthogonal momentsMoment invariants (Hu’s) Fourier-Mellin moments complex moments wavelet moments
      Orthogonal momentsContinuous orthogonal momentsCartesian momentsLegendre moments Gaussian-Hermite moments Gegenbauer moments
      Circular momentsZernike moments pseudo-Zernike moments orthogonal Fourier-Mellin moments Chebyshev-Fourier moments Jacobi-Fourier moments Bessel-Fourier moments radial-harmonic-Fourier transform
      Discrete orthogonal momentsCartesian momentsTchebichef moments Krawtchouk moments Hahn moments dual Hahn moments Racah moments
      Circular momentsRadial Tchebichef moments radial Krawtchouk moments
    Tools

    Get Citation

    Copy Citation Text

    Kejia Wang, Ziliang Ping, Yunlong Sheng. Development of image invariant moments—a short overview[J]. Chinese Optics Letters, 2016, 14(9): 091001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image processing

    Received: Feb. 29, 2016

    Accepted: Jul. 19, 2016

    Published Online: Aug. 3, 2018

    The Author Email: Yunlong Sheng (sheng@phy.ulaval.ca)

    DOI:10.3788/COL201614.091001

    Topics