• DocumentCode
    1756689
  • Title

    Comments on “SVD-Based Modeling for Image Texture Classification Using Wavelet Transform”

  • Author

    Nam Chul Kim ; Hyun Joo So

  • Author_Institution
    Sch. of Electron. Eng., Kyungpook Nat. Univ., Daegu, South Korea
  • Volume
    22
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    5408
  • Lastpage
    5408
  • Abstract
    This correspondence points out that in there are some errors in two important formulas and the performance of the proposed singular value decomposition (SVD) feature is severely overestimated. It also presents a modified SVD feature which competes with the Gabor feature.
  • Keywords
    image classification; image texture; singular value decomposition; wavelet transforms; Gabor feature; SVD-based modeling; image texture classification; modified SVD feature; singular value decomposition; wavelet transform; Feature extraction; Image texture; Singular value decomposition; Training; Wavelet transforms; Image texture classification; Kullback-Leibler distance (KLD); singular value decomposition (SVD); Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2013.2279319
  • Filename
    6583952
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1756689