Comparison of Texture Features Based on Gabor Filters

  • Authors:
  • P. Kruizinga;N. Petkov;S. E. Grigorescu

  • Affiliations:
  • -;-;-

  • Venue:
  • ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing
  • Year:
  • 1999

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Abstract

The performance of a number of texture feature operators is evaluated. The features are all based on the local spectrum which is obtained by a bank of Gabor filters. The comparison is made using a quantitative method which is based on Fisher's criterion. It is shown that, in general, the discrimination effectiveness of the features increases with the amount of post-Gabor processing.