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Rotation Invariant Texture Description using General Moment Invariants and Gabor Filters

A. Dimai
Proceedings of the 11th Scandinavian Conference on Image Analysis
June 1999

Abstract

Rotation invariant texture descriptors are required in several applications. The paper proposes a new rotation invariant texture descriptor which is based on scale and orientation tunable Gabor filters. The rotation invariant description is obtained by applying a framework for constructing general moment invariants. The novelty of this approach is that the coupling of different scales and statistical orders is included in the description as well. The effectiveness of the presented approach is demonstrated experimentally.


Download in postscript format
@InProceedings{eth_biwi_00162,
  author = {A. Dimai},
  title = {Rotation Invariant Texture Description using General Moment Invariants and Gabor Filters},
  booktitle = {Proceedings of the 11th Scandinavian Conference on Image Analysis},
  year = {1999},
  month = {June},
  pages = {391-398},
  volume = {1},
  keywords = {texture, image indexing, matching, recognition, database}
}