Visual Attention from a Graphics Point of View

Holmqvist, Kenneth; Jain, Eakta; Meur, Olivier Le; Pattanaik, Sumanta N.

Visual Attention from a Graphics Point of View

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Date

2016

Authors

Holmqvist, Kenneth
Jain, Eakta
Meur, Olivier Le
Pattanaik, Sumanta N.

Publisher

The Eurographics Association

Abstract

Eye movements are a reliable indicator of overt visual attention. Because multiple factors influence where people attend in images, understanding how our attention is deployed and predicting where we look at are challenging, and a subject of ongoing research across the world. This tutorial reviews 4 main points: - In the first part of the tutorial, we will discuss eye tracking methodology and methods for analyzing eye tracking data. - As we expect to soon find gaze recording devices on hand-held devices, researchers have explored the use of eye tracking as a form of implicit user input to computational algorithms. We will review existing literature, with a focus on attention-driven image, and video editing. - In parallel to these gaze contingent applications, we will present the strengths and weaknesses of computational models of visual attention, with a special emphasis on saccadic models. - Finally, we will discuss how saliency models could be used to add efficiencies to graphics applications, with a focus on compression, and rendering.

        @inproceedings{10.2312:egt.20161029
,
booktitle = {EG 2016 - Tutorials
},
editor = {Augusto Sousa and Kadi Bouatouch
},
title = {{Visual Attention from a Graphics Point of View
}},
author = {Holmqvist, Kenneth and 
Jain, Eakta and 
Meur, Olivier Le and 
Pattanaik, Sumanta N.
},
year = {2016
},
publisher = {The Eurographics Association
},
ISSN = {1017-4656
},
ISBN = {},
DOI = {10.2312/egt.20161029
}
}