Saccadic model of eye movements for free-viewing condition

Olivier Le Meur 1 Zhi Liu 2, 1
Abstract : In this paper, we propose a new framework to predict visual scanpaths of observers while they freely watch a visual scene. The visual fixations are inferred from bottom-up saliency and several oculomotor biases. Bottom-up saliency is represented by a saliency map whereas the oculomotor biases (saccade amplitudes and saccade orientations) are modeled using public eye tracking datasets. Our experiments show that the simulated scanpaths exhibit similar trends of human eye movements in a free-viewing condition. The generated scanpaths are more similar to human scanpaths than those generated by two existing methods. In addition, we show that computing saliency maps from simulated visual scanpaths allows to outperform existing saliency models.
Type de document :
Article dans une revue
Vision Research, Elsevier, 2015
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https://hal.inria.fr/hal-01204682
Contributeur : Olivier Le Meur <>
Soumis le : jeudi 24 septembre 2015 - 13:56:21
Dernière modification le : mercredi 11 avril 2018 - 01:51:15

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  • HAL Id : hal-01204682, version 1

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Olivier Le Meur, Zhi Liu. Saccadic model of eye movements for free-viewing condition. Vision Research, Elsevier, 2015. 〈hal-01204682〉

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