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Prediction of Human Eye Fixations by Discriminant Saliency

This page presents results of an experiment where the proposed bottom-up discriminant saliency detector is used to predict human eye fixations, for natural images and free viewing conditions. Quantitative comparisons with other methods are presented in the related publications (see, e.g., Gao, Mahadevan, and Vasconcelos, Journal of Vision, 2008).

Discriminant saliency maps and human eye fixation maps

These are some example images (top), their discriminant saliency maps (middle) and "pseudo human saliency maps" generated from the corresponding human eye fixations (bottom).