Abstract: A method for classifying an image regarding a certain subjective characteristic, the method comprising: identifying the relevant and accent regions within said image; obtaining a plurality of measurements of image composition features in said image, wherein said image composition features comprises at least one of the following: a feature based on the number of relevant and/or accent regions in said image, a feature based on the homogeneity in the layout of the relevant regions, a feature based on the correlation with the position of said relevant regions within the frame; choosing at least one measurement of said plurality of measurements of image composition features for rating said image on a scale regarding said certain subjective characteristic.