Methods for comparing scanpaths and saliency maps: strengths and weaknesses |
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| Authors: | Olivier Le Meur Thierry Baccino |
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| Institution: | 1. Université de Rennes 1. IRISA, Campus universitaire de Beaulieu, 35042, Rennes, France
2. Thierry BACCINO, Université de Paris VIII, Laboratoire “Cognitions Humaine et Artificielle” – CHArt/LUTIN, 2, rue de la Liberté, 93526, St Denis Cedex 02, France
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| Abstract: | In this article, we are interested in the computational modeling of visual attention. We report methods commonly used to assess the performance of these kinds of models. We survey the strengths and weaknesses of common assessment methods based on diachronic eye-tracking data. We then illustrate the use of some methods to benchmark computational models of visual attention. |
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