1. A method of classifying a scene depicted in an digital image, the method comprising: receiving an input image in a first scene classifier; deriving a first image feature based on calculating an average color value of each of a plurality of a region of the input image, and forming a color histogram; deriving a second image feature based on calculating an average hue value of each of the plurality of the region of the input image, and forming a color-position histogram; and classifying the input image as an indoor scene or an outdoor scene based on the color histogram, the color-position histogram, or combination thereof for displaying on a device.