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Local Binary Pattern (LBP)

Pubblicato il: 21 agosto 2025
sul canale di: Exploring Technologies
2,466
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#LBP #machinelearning #matlab #imageprocessing #artificialintelligence

Hello viewers. In this video, a very popular texture descriptor, Local Binary Pattern (LBP), is explained. Here it's basic theory, calculation method, performance analysis, and MATLAB implementation are given.

This video includes the 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 a feature vector for machine learning applications.

Timo Ojala Research Paper: https://www.cse.msu.edu/~rossarun/Bio...

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