Finding the center of a silhouet

Hello everyone,

I would like an object to find the center of the silhouette (in a moving image), but I haven’t a clue where to start looking.

I'm using kinect and zigfu. I thought there might be a way to differentiate between black and white pixels?

Any help or suggestions would be greatly appreciated