Sorry if it was unclear. When you defeat enemies, they drop "souls" which you spend to open those boxes (you can see how many souls you have in the top left). The boxes give you items that improve your character and make it easier to get around and/or fight enemies. The game was balanced around you getting at least a few items per stage rather than strictly focusing on the ship.