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Video 67: Local Binary Pattern (LBP)


 


Hello viewers. In this video, a very popular texture descriptor Local Binary Pattern (LBP) is explained. Here its basic theory, calculation method, its performance analysis and MATLAB implementation is given.  This video includes following components,

  • Introduction to Local Binary Pattern (LBP).
  • How an LBP feature is obtained from an image.
  • Implementation of LBP in MATLAB (with MATLAB Code).
  • Comparative performance analysis of LBP.
  • LBP as feature vector for Machine Learning applications.
Download Timo Ojala Paper: Click here