kmamine / AVAtt---Art-Visual-Attention

A visual attention dataset for art and paintings, providing scanpaths, and aggregated saliency maps.

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AVAtt---Art-Visual-Attention

A visual attention dataset for art and paintings, providing scanpaths, and aggregated saliency maps. We present a new art and paintings dataset for visual attention


NOTE

The dataset will be available after publication.

Figure 1

Figure1. (a) Distribution of paintings chosen for the dataset based on styles, the dataset shows a diverse set of styles indicating the diversity and generalization ability of the dataset. (b) The joint distribution of Colorfulness and Spatial Information(SI) of the paintings in the dataset show a diversification in terms of texturization and color richness.

Figure 2 Figure 2: (a) Distribution of participants based on Gender (b) Distribution Of participants based on Age. (c) Distribution of participants based on geographical origin.

Figure 3 Figure 3: (a) Examples of Saliency maps and overlaid scanpaths over the images of the painting dataset. (b) A histogram of the distribution of saccadic amplitudes and directions.

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A visual attention dataset for art and paintings, providing scanpaths, and aggregated saliency maps.