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.