Complex Zernike Moments Features for Shape-Based Image Retrieval

  title={Complex Zernike Moments Features for Shape-Based Image Retrieval},
  author={Shan Li and M. Lee and Chi-Man Pun},
  journal={IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},
  • Shan Li, M. Lee, Chi-Man Pun
  • Published 2009
  • Mathematics, Computer Science
  • IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans
  • Shape is a fundamental image feature used in content-based image-retrieval systems. This paper proposes a robust and effective shape feature, which is based on a set of orthogonal complex moments of images known as Zernike moments (ZMs). As the rotation of an image has an impact on the ZM phase coefficients of the image, existing proposals normally use magnitude-only ZM as the image feature. In this paper, we compare, by using a mathematical form of analysis, the amount of visual information… CONTINUE READING
    194 Citations
    A Shape Based Image Retrieval Method using Phase of ART
    An Analysis of Shape Based Image Retrieval Using Variants of Zernike Moments as Features
    • 7
    • Highly Influenced
    Variants of dense descriptors and Zernike moments as features for accurate shape-based image retrieval
    • 36
    A New Shape Description Method Using Angular Radial Transform
    • 2
    • Highly Influenced
    • PDF
    Improved Accuracy in Shape Based Image Retrieval with Complex Zernike Moments Using Wavelets
    • 7
    Color image representation using invariant exponent moments
    • 5
    Zernike moments and LDP-weighted patches for content-based image retrieval
    • 5
    Face recognition using Zernike and complex Zernike moment features
    • 55


    Invariant Image Recognition by Zernike Moments
    • 1,913
    • PDF
    A modified Zernike moment shape descriptor invariant to translation, rotation and scale for similarity-based image retrieval
    • Hae-Kwang Kim, Jong-Deuk Kim, D. Sim, Dae-Il Oh
    • Mathematics, Computer Science
    • 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532)
    • 2000
    • 48
    Content-based shape retrieval using different shape descriptors: a comparative study
    • Dengsheng Zhang, G. Lu
    • Computer Science
    • IEEE International Conference on Multimedia and Expo, 2001. ICME 2001.
    • 2001
    • 164
    • PDF
    Shape-based image retrieval using generic Fourier descriptor
    • 491
    Automatic detection of human faces in natural scene images by use of a skin color model and of invariant moments
    • 182
    • PDF
    Zernike moment invariants based photo-identification using Fisher discriminant model
    • 7
    Shape retrieval with robustness against partial occlusion
    • Michael Hoeynck, J. Ohm
    • Computer Science
    • 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).
    • 2003
    • 15
    Higher-order spectra (HOS) invariants for shape recognition
    • 29
    2D color shape recognition using Zernike moments
    • 7
    Local moment invariant analysis
    • 6