1. A digital camera system providing customized image processing, comprising: a data processing system; an image sensor communicatively connected to the data processing system; an optical system communicatively connected to the data processing system and configured to form an image of a scene onto the image sensor; a memory communicatively connected to the data processing system; a data memory communicatively connected to the data processing system and configured to store image processing preferences associated with a plurality of persons; and a program memory communicatively connected to the data processing system and storing executable instructions configured to cause the digital camera system to: capture an image of a scene using the image sensor; analyze the image; identify a first person in the image based on the image analysis; obtain first image processing preferences specific to the first identified person; process the entire image to form a modified image according to the first image processing preferences; and store the first modified image in the memory.