A statistical mixture method to reveal bottom-up and top-down factors guiding the eye-movements

Dubois, Michel; LPS, Grenoble II University, Guérin-Dugué, Anne; Gipsa-Lab, INPG, Grenoble, Marendaz, Christian; LPNC, Grenoble II University, Couronné, Thomas; Gipsa-Lab, INPG, Grenoble, France & Faye, Pauline; PSA Peugeot-Citroen, Paris
When people gaze at real scenes, their visual attention is driven both by a set of bottom-up processes coming from the signal properties of the scene and also from top-down effects such as the task, the affective state, prior knowledge, or the semantic context. The context of this study is an assessment of manufactured objects (here car cab interior). From this dedicated context, this work describes a set of methods to analyze the eye-movements during...
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