TrES-3b is the star with the red lines pointed towards it. On the left is the original photo, and on the right is the inverted photo.
This graph shows the magnitudes of TrES-3b over the period of the transit. The first group is the pre-transit, the second group is during transit, and the last is after mid-transit.