Texture Analysis with Local Binary Patterns

  title={Texture Analysis with Local Binary Patterns},
  author={Topi M{\"a}enp{\"a}{\"a} and Matti Pietik{\"a}inen},
The LBP operator is a theoretically simple yet very powerful method of analyzing textures. Through its recent extensions, it has been made into a really powerful measure of image texture, showing excellent results in terms of accuracy and computational complexity in many empirical studies. The LBP operator can be seen as a unifying approach to the traditionally divergent statistical and structural models of texture analysis. Texture is described in terms of micro-primitives (textons) and their… CONTINUE READING
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Publications referenced by this paper.

Nonparametric Texture Analysis Using Spatial Operators, with Applications in Visual Inspection

  • T. Ojala
  • Dr. tech. dissertation,
  • 1997

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