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How can i find the centroid of the largest white(actually yellow) area using OpenCV with C++2008?

asked 2012-11-29 01:20:47 -0600

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I am doing some images processing using OpenCV with C++2008.

I have to do the thresholding to make the image into black (other color) and white(actually yellow colour).

After that, since there are different areas of white areas on the image, I have to find the centroid of the largest white(actually yellow) area.

How can i find the centroid of the largest white(actually yellow) area using OpenCV with C++2008?

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answered 2012-11-29 02:34:51 -0600

Michael Burdinov gravatar image

When you apply threshold on image (at least the one implemented in OpenCV) you get image with one channel. If you are talking about yellow, than you have multi-channel image. How this happened?

Step 1: Use findContours function to find all objects in image (single channel binary image).

Step 2: Use contourArea function on each contour found in step 1 to find the largest one.

Step 3: Use moments function to find centroid of your contour.

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answered 2012-11-29 07:04:37 -0600

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You can use cvBlobsLib add on package. This will allow you to find blobs based on a given criterion, Area in your case. The index of the blob can be used to find other properties including centroid. The package performs very well though the documentation is sparse.

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Asked: 2012-11-29 01:20:47 -0600

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Last updated: Nov 29 '12