File: tutorial-imgproc-connected-components.dox

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/**

\page tutorial-imgproc-connected-components Tutorial: Connected-components labeling
\tableofcontents

\section imgproc_connected_components_intro Introduction

This tutorial will show you how to perform a <a href="https://en.wikipedia.org/wiki/Connected-component_labeling">connected-components labeling</a>.

\section imgproc_connected_components_example Example code

The corresponding code is available in tutorial-connected-components.cpp:

\include tutorial-connected-components.cpp

The function is provided in a \a vp:: namespace and accessible using this include:

\snippet tutorial-connected-components.cpp Include

The first step is to read an image:

\snippet tutorial-connected-components.cpp Read

\image html img-tutorial-connected-components-img.png "Input image"

The connected-components labeling can be done with:

\snippet tutorial-connected-components.cpp Connected components

Each pixel other than the background (0 pixel value in the original image) is assigned a label stored in \a vpImage<int> variable. The number of connected-components is returned in \a nbComponents variable. The connexity can be 4-connexity or 8-connexity.

To visualize the labeling, we can use these lines of code:

\snippet tutorial-connected-components.cpp Draw connected components

Each label is assigned a specific color. The result image is:

\image html img-tutorial-connected-components-labeling.png "Connected-components labeling"

\note As you can see, the input image does not need to be a binary image but must be a grayscale image.

\section imgproc_connected_components_next Next tutorial

You can now read the \ref tutorial-imgproc-flood-fill, to learn how to do a flood fill.

*/