Right now I am still in doubt weather I will use Mono or .Net but is clear to me that I will use C# instead of Python. I can use some advices and feedback on this matter.
The code just makes a difference filter between an original empty board image:
and an image containing the robot (made using GIMP):
and returns an image containing the resulted edges: