Fundamental visual features for aesthetic classification of photographs across datasets.

•Design efficient visual features to classify photographs depending on aesthetics.•Develop extensive tests to improve comparisons between aesthetic classifiers.•Investigate a population's aesthetic preferences using low-level features.•Robust cross-dataset performances in computational aesthetic classification.