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How to detect an ellipse?

I'm currently using Emgu CV, and I'm trying to locate a target such as the one below.image description

I attempted to use HoughCircle method to find the ellipses, but that isn't working for me; I suspect they are not "circular" enough. So how would I go about finding these ellipses?