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image-processingtexturesimage-segmentationgrayscaleglcm

Alternatives to GLCM and Gabor filters to get texture information for image segmentation

What's a good alternative to GLCM and Gabor filters to get texture information from an 8 bit image (gray-scale)?

The texture information is required in order to be used later during the segmentation of the image.

Solution

  • I also use:

    1. Size Zone Matrix (powerful for homogeneity/heterogeneity description)
    2. Run Length Matrix
    3. Local Binary Pattern (widely use)
    4. Pattern Spectrum (Granulometry + anti-granulometry)
    5. Wavelets (seen in many papers, but never used... even if Gabor is a particular wavelets)