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Influence of viewpoint on visual saliency models for volumetric content

Abstract: 

In order to predict where humans look in a 3D immersive en- vironment, saliency can be computed using either 3D saliency models or view-based approaches (2D projection). In fact, building a 3D complete model is still a challenging task that is not investigated enough in the research field while 2D imag- ing approaches have been extensively studied and have shown solid performances.
As 6 degrees of freedom are allowed in volumetric videos, users are able to navigate through the content in different manners. In this case, 2D saliency models might be less ro- bust if applied naively, since advanced parameters such as viewing distance are not considered in such models. The aim of this paper is to investigate the influence of viewpoint on 2D saliency models when applied on volumetric data and this to get a better understanding of how viewpoint information could be integrated into view-based approaches. To do so, a subjective psycho-visual experiment was conducted and a fine analysis was led using the variance analysis statistical method.

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Paper Details

Authors:
Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet
Submitted On:
20 September 2019 - 3:59am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Mona Abid
Paper Code:
3629
Document Year:
2019
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Document Files

Lecture_ICIP_2019.pdf

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[1] Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet, " Influence of viewpoint on visual saliency models for volumetric content", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/4763. Accessed: Oct. 20, 2019.
@article{4763-19,
url = {http://sigport.org/4763},
author = {Mona Abid; Matthieu Perreira Da Silva; Patrick Le Callet },
publisher = {IEEE SigPort},
title = { Influence of viewpoint on visual saliency models for volumetric content},
year = {2019} }
TY - EJOUR
T1 - Influence of viewpoint on visual saliency models for volumetric content
AU - Mona Abid; Matthieu Perreira Da Silva; Patrick Le Callet
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/4763
ER -
Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet. (2019). Influence of viewpoint on visual saliency models for volumetric content. IEEE SigPort. http://sigport.org/4763
Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet, 2019. Influence of viewpoint on visual saliency models for volumetric content. Available at: http://sigport.org/4763.
Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet. (2019). " Influence of viewpoint on visual saliency models for volumetric content." Web.
1. Mona Abid, Matthieu Perreira Da Silva, Patrick Le Callet. Influence of viewpoint on visual saliency models for volumetric content [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/4763