For example, in "The World at War" Documentary, they interviewed a Japanese journalist that was with the fleet at Midway. He was basically imprisoned upon return to Japan (along with others) to keep the actual news of the battle from the public. So I bet that a lot of photos etc were censored for the same reason throughout the war.