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