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YouTube

How to Use Color Histograms for Image Retrieval

James Briggs via YouTube

Overview

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Learn about Content-Based Image Retrieval (CBIR) using color histograms in this comprehensive video tutorial. Discover how to search and retrieve images based on their color profiles rather than metadata, a crucial technique for large image datasets. Explore the concept of color histograms, their construction, and implementation using OpenCV's calcHist function. Gain insights into image retrieval techniques, and understand the advantages and limitations of this approach. Master the fundamentals of CBIR and enhance your ability to work with large image collections efficiently.

Syllabus

Intro
What are Color Histograms?
How to Built Color Histograms
Using OpenCV calcHist
Image Retrieval
Pros and Cons
Final Points

Taught by

James Briggs

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