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OpenCV Essentials

You're reading from   OpenCV Essentials Acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV

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Product type Paperback
Published in Aug 2014
Publisher
ISBN-13 9781783984244
Length 214 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (10) Chapters Close

Preface 1. Getting Started FREE CHAPTER 2. Something We Look At – Graphical User Interfaces 3. First Things First – Image Processing 4. What's in the Image? Segmentation 5. Focusing on the Interesting 2D Features 6. Where's Wally? Object Detection 7. What Is He Doing? Motion 8. Advanced Topics Index

Image histogram

An image histogram represents the frequency of the occurrence of the various gray levels or colors in the image, in case of 2D and 3D histograms respectively. Therefore, the histogram is similar to the probability density function of the different pixel values, that is, the gray levels, present in the image. In OpenCV, the image histogram may be calculated with the function void calcHist(const Mat* images, int nimages, const int* channels, InputArray mask, OutputArray hist, int dims, const int* histSize, const float** ranges, bool uniform=true, bool accumulate=false). The first parameter is a pointer to the input image. It is possible to calculate the histogram of more than one input image. This allows you to compare image histograms and calculate the joint histogram of several images. The second parameter is the number of source images. The third input parameter is the list of the channels used to compute the histogram. It is possible to calculate the histogram of more...

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