• DocumentCode
    1981560
  • Title

    Image segmentation using Gabor filters

  • Author

    Cavitha, C. ; Redely, V. D. Karthik ; Aishwarya, R. ; Indumathi, G.

  • Author_Institution
    Dept. of ECE, CMR Inst. of Technol., Bangalore, India
  • fYear
    2011
  • fDate
    14-15 Nov. 2011
  • Firstpage
    203
  • Lastpage
    205
  • Abstract
    In this project image segmentation is implemented and the features are computed over multiple spatial orientations and frequencies. A given image is passed through a bank of even symmetric Gabor filters. A clustering algorithm performs selection of these filtered images and yields segmentation. In order to simplify the results of the above process, a color label is associated with each cluster thereby making it an easier task to pursue the above approach.
  • Keywords
    Gabor filters; filtering theory; image colour analysis; image segmentation; pattern clustering; clustering algorithm; color label; filtered image selection; image segmentation; multiple frequencies; multiple spatial orientation; symmetric Gabor filters; Clustering; Euclidian distance; Image segmentation; Smoothing; Texture;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Advances in Recent Technologies in Communication and Computing (ARTCom 2011), 3rd International Conference on
  • Conference_Location
    Bangalore
  • Type

    conf

  • DOI
    10.1049/ic.2011.0080
  • Filename
    6193569