Thanks for the info.You can leave the bumper on. Remove the plastic splash shield from the back side of each bumper end by removing the 6 plastic push pins. Slide the splash shield sideways to remove. This will give you access to the four bolts holding the fog light in place.
Watch this video from about the 5 minute mark. The bumper was removed only to make it easier to see.