What you should do is to find the black boundary down to a few lines above the bottom of the image (the baseline). Then fit the coordinates to an ellipse -- see attached demo. Then evaluate the ellipse at the baseline to get the coordinates and the contact angle.
Alternatively you could use findchangepts() on the y coordinate to try to find the corners.
