I've seen similar images of Union sailors on shore during the Vicksburg Campaign.
It seems one of the most identifying characteristic of a Federal Naval howitzer are the thin steel wheels on the gun.
A howitzer recovered from the USS Cairo is on display at the USS Cairo Museum within the Vicksburg National Military Park: