Xue, SuAgarwala, AseemDorsey, JulieRushmeier, HollyB. Levy, X. Tong, and K. Yin2015-02-282015-02-2820131467-8659https://doi.org/10.1111/cgf.12233Directors employ a process called ''color grading'' to add color styles to feature films. Color grading is used for a number of reasons, such as accentuating a certain emotion or expressing the signature look of a director. We collect a database of feature film clips and label them with tags such as director, emotion, and genre. We then learn a model that maps from the low-level color and tone properties of film clips to the associated labels. This model allows us to examine a number of common hypotheses on the use of color to achieve goals, such as specific emotions. We also describe a method to apply our learned color styles to new images and videos. Along with our analysis of color grading techniques, we demonstrate a number of images and videos that are automatically filtered to resemble certain film styles.I.4.10 [Image Processing and Computer Vision]Image RepresentationStatistical