Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns

@inproceedings{Ojala2000GraySA,
  title={Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns},
  author={Timo Ojala and Matti Pietik{\"a}inen and Topi M{\"a}enp{\"a}{\"a}},
  booktitle={ECCV},
  year={2000}
}
This paper presents a theoretically v ery simple yet ef ficient approach for gray scale and rotation in variant texture classification based on local binary patterns and nonparametric discrimination of sample and prototype distrib utions. The proposed approach is v ery robust in terms of gray scale v ariations, since the operators are by definition in variant against any monotonic transformation of the gray scale. Another adv antage is computational simplicity , as the operators can be realized… CONTINUE READING
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