Comparison of texture features based on Gabor filters

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 discri...

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Bibliographic Details
Main Authors: Kruizinga, P., Petkov, N., Grigorescu, S.E.
Format: Conference Proceeding
Language:English
Subjects:
Band pass filters
Cyclic redundancy check
Filtering
Frequency domain analysis
Gabor filters
Gratings
Mathematics
Nonlinear filters
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Summary: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.
DOI:10.1109/ICIAP.1999.797585