Ask for various ways to do segmentation of objects in the image - MatLab

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I am a newbie in image processing domain; I would like to ask for your views over a problem I encounter.
This is an example image.
What I want to get after segmentation are objects which are two coins, words front and back.
What I have done :
  1. do binarisation
  2. finds connected components
  3. create mask for correspond to the object
  4. use regionprops to get areas and get only those who are bigger than certain amount ....
I can get those objects;however, I have hard time to determine when there are others images that have different size and distance between coins n texts.
Could you share your views how we cleanly segment the objects?
Thank you so much
  2 Comments
Image Analyst
Image Analyst on 15 Jan 2014
What text are you talking about? "Front" and "Back"? "Challenge Coins Plus" in the background, or the text on the coins themselves? And I don't know what you're trying to measure. Do you want to do OCR on the text? Do you want the area of the coins? Do you want to identify what kind of coin it is? I have no idea. All you said was " I have hard time to determine when..." But determine what???? Area? Coin type?
Vortana
Vortana on 16 Jan 2014
It is a confused question, What text are you talking about? => "Front" and "Back"
I just want to extract (do segmentation) to get those objects, "Front" and "Back" and the coins

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