• DocumentCode
    535113
  • Title

    Images matching based on edge maps and wavelet transform

  • Author

    Lee, Mong-Shu ; Chen, Mu-Yen ; Jwo, Dah-Jing

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
  • Volume
    3
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    1054
  • Lastpage
    1058
  • Abstract
    A structure-based image similarity measurement called DTWT-SSIM is presented. The main idea behind DTWT-SSIM is to combine the shift-invariance advantage of dual-tree wavelet transform (DTWT) with the structure-preserving property of the structural similarity metrics (SSIM). A series of experimental results show the improved measurement to be an effective and stable metric in the comparison of edge maps when small noise and distortion appear in the images.
  • Keywords
    edge detection; image denoising; image matching; wavelet transforms; DTWT-SSIM; dual-tree wavelet transform; edge maps; image matching; image noise; image similarity measurement; structural similarity metrics; Image edge detection; Indexes; Measurement; Noise; Phase change materials; Wavelet transforms; edge maps; image similarity; wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5646920
  • Filename
    5646920
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=535113