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binary image segamentation

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Hi All,

 

I got an image after threholding and particle filtering, which leaves an oval and a rectangular. The oval area contains the information for further processing. However, I need to segament it from the base, which is close to a rectangular shape. 

 

The attache image is only for a demonstration, which is not a perfect oval or rectangular in reality. Can you adivse on the segamentation between these two objects?

 

Thank you for your help in advance. 


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