Extract shapes from an image

I have this image I want to identify the boundaries of the grey shapes and then save the outputs (the boundaries) in an image. Any advise?

Answer 1

[Ajay Pattassery]

Edge Detection can be used to identify the boundaries. Refer here for more information.

As a starting point try imbinarize. It uses Otsu's method for segmentation.