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Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox

Abstract: 

Although many visual attention models have been proposed, very few saliency models investigated the impact of audio information. To develop audio-visual attention models, researchers need to have a ground truth of eye movements recorded while exploring complex natural scenes in different audio conditions. They also need tools to compare eye movements and gaze patterns between these different audio conditions.
This paper describes a toolbox that answer these needs by proposing a new eye-tracking dataset and its associated analysis ToolBox that contains common metrics to analysis eye movements.

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Paper Details

Authors:
Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B.
Submitted On:
20 September 2017 - 1:23am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Robert Laganiere
Paper Code:
2949
Document Year:
2017
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Document Files

audiovisualSaliency.pdf

(28 downloads)

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[1] Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B., "Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2238. Accessed: Oct. 24, 2017.
@article{2238-17,
url = {http://sigport.org/2238},
author = {Marighetto P.; Coutrot A.; Riche N.; Guyader N.; Mancas M.; Gosselin B. },
publisher = {IEEE SigPort},
title = {Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox},
year = {2017} }
TY - EJOUR
T1 - Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox
AU - Marighetto P.; Coutrot A.; Riche N.; Guyader N.; Mancas M.; Gosselin B.
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2238
ER -
Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B.. (2017). Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox. IEEE SigPort. http://sigport.org/2238
Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B., 2017. Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox. Available at: http://sigport.org/2238.
Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B.. (2017). "Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox." Web.
1. Marighetto P., Coutrot A., Riche N., Guyader N., Mancas M., Gosselin B.. Audio-Visual Attention: Eye-Tracking Dataset and Analysis ToolBox [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2238