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Luckly, there are a number of examples and source code written for connected components analysis. However, in most of these examples only the grayscale values are used and a single threshold is chosen for extracting blobs from an image. In this example, I used Hue, Saturation and Value components to perform blob extraction analysis(connected compoonent extraction). I also created a simple visual toolbox for demonstration purpose.
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