Multiresolution Design of Multiple Gabor Filters
for Texture Segmentation

A detailed paper (unpublished) that details how to simultaneously design a Gabor filter bank along with a classifier to segment textures.

Some short slides:

Overview of Gabor Filter Scheme
Description of Gabor Filter Scheme
Features of Multiresolution/Multichannel Method
Multichannel Block Diagram
  • Nat-5 results: 2, 4, and 6-filters
  • Nat-5 results: compared to other methods
  • 8-texture results: 2, 4, and 6-filters
  • Error as a function of number of textures/filters
  • Summary
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