• DocumentCode
    2722722
  • Title

    Automatic Rotational Invariant Texture Segmentation

  • Author

    Ray, Tathagata ; Dutta, Pranab Kumar

  • Author_Institution
    Indian Inst. of Technol., Kharagpur
  • Volume
    2
  • fYear
    2007
  • fDate
    13-15 Dec. 2007
  • Firstpage
    491
  • Lastpage
    495
  • Abstract
    Rotational invariant features using DFT encoded even symmetric Gabor filtering in non overlapping blocks followed by fuzzy c-means clustering proves to be an encouraging method. Number of texture categories presenting an image has been determined automatically. The proposed method is promising as far as classification accuracy and computational time is concerned.
  • Keywords
    Gabor filters; discrete Fourier transforms; fuzzy set theory; image segmentation; pattern clustering; DFT; Gabor filtering; automatic rotational invariant texture segmentation; discrete Fourier transforms; fuzzy c-means clustering; nonoverlapping blocks; Assembly; Discrete Fourier transforms; Encoding; Feature extraction; Filtering; Frequency; Gabor filters; Image segmentation; Image texture analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
  • Conference_Location
    Sivakasi, Tamil Nadu
  • Print_ISBN
    0-7695-3050-8
  • Type

    conf

  • DOI
    10.1109/ICCIMA.2007.16
  • Filename
    4426746
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2722722