Texture Analysis | Local Binary Patterns - Solved Example | Computer Vision
In this video, you will understand the various topics related to Texture Analysis. The explanation tends to focus on Local Binary Patterns (LBP) and Rotational Invariance. These concepts are related to Image Processing and Computer Vision. I have taken various illustrative examples to explain the concepts in depth. Broadly the contents are as follows:
1. What is Local Binary Patterns
2. What are the steps involved in LBP calculation
3. What is the concept of Dimensionality in LBP
4. How does an LBP operator work
5. What is a rotationally invariant LBP
6. How to find LBP of any image kernel
Chapters in the video:
0:00 Introduction
0:32 Problem Statement
1:04 What are Local Binary Patterns
2:22 Steps in LBP calculation
5:35 Concept of Dimensionality
8:14 Working of LBP operator
10:43 Rotationally Invariant LBP
13:25 Calculation
15:26 Conclusion
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