Machine Vision

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Is it possible to automatically select ROI's, and then obtain greyscale histograms for these ROIs

Your original image was saved in JPEG, which is quite lossy.  You might want to post a higher quality image saved using PNG or BMP.

 

If the find circles routine is not good enough, there is another way to do it.  All of the drops have a very distinctive feature - they have a black ring at the edge, surrounded by a white ring of background.  You could generate a template for pattern matching that only searches for this feature, ignoring everything inside the drop.  You would have to generate a template for each size of drop, but that could be done automatically since you are looking for high contrast circular objects.

 

Once you have your drops located, I would consider examining concentric rings within the drops.  For a liquid drop, each concentric ring is about the same brightness with very little variation.  For a frozen drop, there is quite a bit of variation.  If there are noticable edges in a clean image (can't tell from JPEG image), concentric rake might pick up any edges that exist very easily.

 

If you are serious about hiring a professional to do this for you, I might be able to help you out.  Send me an email (address is in profile) and we can talk.

 

Bruce

Bruce Ammons
Ammons Engineering
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