I don't think there is such an option available through the game. I think the closest you can come to controling the gamma and contrast via the game is to play with the objects and landscape lighting under the Video Options in the Hardware Setup area.
There may be a utility you can download for your brand of graphics card though. For example, Riva Tuner will allow you to adjust brightness output if you have a Nvidia card.
