• DocumentCode
    3376626
  • Title

    Symmetric image recognition by Tchebichef moment invariants

  • Author

    Zhang, Hui ; Dai, Xiubing ; Sun, Pei ; Zhu, Hongqing ; Shu, Huazhong

  • Author_Institution
    Lab. of Image Sci. & Technol., Southeast Univ., Nanjing, China
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    2273
  • Lastpage
    2276
  • Abstract
    In this paper, we proposed a set of translation and rotation invariants extracted from Tchebichef moments. A set of Tchebichef moment invariants is derived from the relationship between Tchebichef moments of the original image and those of the transformed image. These invariants are then used for symmetric image recognition. Contrarily to the methods based on the complex moments in symmetric image analysis, our method does not need the pre-selection of moment values. Experimental results show that the proposed method achieves better performance compared to the existing methods.
  • Keywords
    image recognition; method of moments; Tchebichef moment invariants; complex moments; rotation invariants; symmetric image analysis; symmetric image recognition; transformed image; translation invariants; Image analysis; Image recognition; Noise; Pattern recognition; Polynomials; Shape; Moment invariants; Tchebichef moments; symmetric images;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5654131
  • Filename
    5654131