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Detect a half complete ellipse in opencv

I am trying to measure the min and max radius of an ellipse using opencv. But this ellipse is not fully complete as shown in the image

image description I have tried hough circles method. But it doesn't give me the output which I need.

This is the output I expect to get. image description