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Try some edge detection. That would be better than morphology. If you want to do some morphological operation I would suggest this- First perform erosion and then find the set difference between the original image and the eroded image. I saw this in "Digital Image Processing" by Gonzalez.
When i am applying dilation operation, i am getting the connecting boundary . after that i applied thinning operation than i am not getting the good result.. it is changing the shape of boundary.
What structural element did you use?