1. A user adaptive image compensator, comprising: a feature extractor configured to extract features from an input image; a compensated image generator configured to generate compensated preference parameters based on a preference parameter, the compensated image generator configured to generate a plurality of compensated images of the input image based on the generated compensated preference parameters; an image selector configured to display the compensated images to a user, the image selector configured to output a selected compensated image, which is selected by the user from the displayed compensated images, as an output image, the image selector being further configured to output a selected compensated preference parameter that corresponds to the selected compensated image; and a preference parameter updater configured to update the preference parameter based on the selected compensated preference parameter and the extracted features.