Since everything is on a 2D plane, I’d definitely use Mocha for the tracking. You won’t need the shape data; only the corner pin data, as your green screen will cut the shape for you.
Be careful not to put your tracking markers in the shadows of the overlying pictures or you’ll have to paint the shadows back in. Mocha will not need that may tracking markers either; the five markers in the center are more than enough.