Visual saliency driven error protection for 3D video

Chaminda T.E.R. Hewage; Junle Wang; Maria G. Martini; Patrick Le Callet

doi:10.1109/ICMEW.2013.6618386

Visual saliency driven error protection for 3D video

Chaminda T.E.R. Hewage, Junle Wang, Maria G. Martini, Patrick Le Callet

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Viewers tend to focus into specific regions of interest in an image. Therefore visual attention is one of the major aspects to understand the overall Quality of Experience (QoE) and user perception. Visual attention models have emerged in the recent past to predict user attention in images, videos and 3D video. However, the usage of these models in quality assessment and quality improvement has not been thoroughly investigated to date. This paper investigates 3D visual attention model driven quality assessment and improvement methods for 3D video services. Moreover, a visual saliency driven error protection mechanism is proposed and evaluated in this paper. Both objective and subjective results show that the proposed method has significant potential to provide improved 3D QoE for end users.

Original language	English
Title of host publication	Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013
DOIs	https://doi.org/10.1109/ICMEW.2013.6618386
Publication status	Published - 3 Oct 2013
Externally published	Yes
Event	2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 - San Jose, CA, United States Duration: 15 Jul 2013 → 19 Jul 2013

Publication series

Name	Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013

Conference

Conference	2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013
Country/Territory	United States
City	San Jose, CA
Period	15/07/13 → 19/07/13

Keywords

3D visual attention model
Visual saliency
visual attention
visual attention model

Access to Document

10.1109/ICMEW.2013.6618386

Cite this

Hewage, C. T. E. R., Wang, J., Martini, M. G., & Le Callet, P. (2013). Visual saliency driven error protection for 3D video. In Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 Article 6618386 (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013). https://doi.org/10.1109/ICMEW.2013.6618386

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title = "Visual saliency driven error protection for 3D video",

abstract = "Viewers tend to focus into specific regions of interest in an image. Therefore visual attention is one of the major aspects to understand the overall Quality of Experience (QoE) and user perception. Visual attention models have emerged in the recent past to predict user attention in images, videos and 3D video. However, the usage of these models in quality assessment and quality improvement has not been thoroughly investigated to date. This paper investigates 3D visual attention model driven quality assessment and improvement methods for 3D video services. Moreover, a visual saliency driven error protection mechanism is proposed and evaluated in this paper. Both objective and subjective results show that the proposed method has significant potential to provide improved 3D QoE for end users.",

keywords = "3D visual attention model, Visual saliency, visual attention, visual attention model",

author = "Hewage, {Chaminda T.E.R.} and Junle Wang and Martini, {Maria G.} and {Le Callet}, Patrick",

year = "2013",

month = oct,

day = "3",

doi = "10.1109/ICMEW.2013.6618386",

language = "English",

isbn = "9781479916047",

series = "Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013",

booktitle = "Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013",

note = "2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 ; Conference date: 15-07-2013 Through 19-07-2013",

}

Hewage, CTER, Wang, J, Martini, MG & Le Callet, P 2013, Visual saliency driven error protection for 3D video. in Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013., 6618386, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, San Jose, CA, United States, 15/07/13. https://doi.org/10.1109/ICMEW.2013.6618386

Visual saliency driven error protection for 3D video. / Hewage, Chaminda T.E.R.; Wang, Junle; Martini, Maria G. et al.
Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 2013. 6618386 (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Wang, Junle

AU - Martini, Maria G.

AU - Le Callet, Patrick

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AB - Viewers tend to focus into specific regions of interest in an image. Therefore visual attention is one of the major aspects to understand the overall Quality of Experience (QoE) and user perception. Visual attention models have emerged in the recent past to predict user attention in images, videos and 3D video. However, the usage of these models in quality assessment and quality improvement has not been thoroughly investigated to date. This paper investigates 3D visual attention model driven quality assessment and improvement methods for 3D video services. Moreover, a visual saliency driven error protection mechanism is proposed and evaluated in this paper. Both objective and subjective results show that the proposed method has significant potential to provide improved 3D QoE for end users.

KW - 3D visual attention model

KW - Visual saliency

KW - visual attention

KW - visual attention model

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Hewage CTER, Wang J, Martini MG, Le Callet P. Visual saliency driven error protection for 3D video. In Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 2013. 6618386. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013). doi: 10.1109/ICMEW.2013.6618386

Visual saliency driven error protection for 3D video

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Keywords

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