I have two 2D point clouds shown in blue and red color.

http://i.imgur.com/kt32msw.jpg

Provided I know coordinates of the black dot, how would I go about to calculate the area between two point clouds, marked in yellow?

boundary function seems most attractive, if only there was an algorithm which would select points that surround yellow area.