Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams

H. Boujut; J. Benois-Pineau; O. Hadar; T. Ahmed; P. Bonnet

doi:10.1117/12.876471

Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams

H. Boujut, J. Benois-Pineau, O. Hadar, T. Ahmed, P. Bonnet

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

8 Scopus citations

Abstract

Human vision system is very complex and has been studied for many years specifically for purposes of efficient encoding of visual, e.g. video content from digital TV. There have been physiological and psychological evidences which indicate that viewers do not pay equal attention to all exposed visual information, but only focus on certain areas known as focus of attention (FOA) or saliency regions. In this work, we propose a novel based objective quality assessment metric, for assessing the perceptual quality of decoded video sequences affected by transmission errors and packed loses. The proposed method weights the Mean Square Error (MSE), Weighted-MSE (WMSE), according to the calculated saliency map at each pixel. Our method was validated trough subjective quality experiments.

Original language	English
Title of host publication	Proceedings of SPIE-IS and T Electronic Imaging - Image Quality and System Performance VIII
DOIs	https://doi.org/10.1117/12.876471
State	Published - 25 Feb 2011
Event	Image Quality and System Performance VIII - San Francisco, CA, United States Duration: 24 Jan 2011 → 26 Jan 2011

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	7867
ISSN (Print)	0277-786X

Conference

Conference	Image Quality and System Performance VIII
Country/Territory	United States
City	San Francisco, CA
Period	24/01/11 → 26/01/11

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

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10.1117/12.876471

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Boujut, H., Benois-Pineau, J., Hadar, O., Ahmed, T., & Bonnet, P. (2011). Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams. In Proceedings of SPIE-IS and T Electronic Imaging - Image Quality and System Performance VIII Article 78670X (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 7867). https://doi.org/10.1117/12.876471

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abstract = "Human vision system is very complex and has been studied for many years specifically for purposes of efficient encoding of visual, e.g. video content from digital TV. There have been physiological and psychological evidences which indicate that viewers do not pay equal attention to all exposed visual information, but only focus on certain areas known as focus of attention (FOA) or saliency regions. In this work, we propose a novel based objective quality assessment metric, for assessing the perceptual quality of decoded video sequences affected by transmission errors and packed loses. The proposed method weights the Mean Square Error (MSE), Weighted-MSE (WMSE), according to the calculated saliency map at each pixel. Our method was validated trough subjective quality experiments.",

author = "H. Boujut and J. Benois-Pineau and O. Hadar and T. Ahmed and P. Bonnet",

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Boujut, H, Benois-Pineau, J, Hadar, O, Ahmed, T & Bonnet, P 2011, Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams. in Proceedings of SPIE-IS and T Electronic Imaging - Image Quality and System Performance VIII., 78670X, Proceedings of SPIE - The International Society for Optical Engineering, vol. 7867, Image Quality and System Performance VIII, San Francisco, CA, United States, 24/01/11. https://doi.org/10.1117/12.876471

Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams. / Boujut, H.; Benois-Pineau, J.; Hadar, O. et al.
Proceedings of SPIE-IS and T Electronic Imaging - Image Quality and System Performance VIII. 2011. 78670X (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 7867).

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

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AB - Human vision system is very complex and has been studied for many years specifically for purposes of efficient encoding of visual, e.g. video content from digital TV. There have been physiological and psychological evidences which indicate that viewers do not pay equal attention to all exposed visual information, but only focus on certain areas known as focus of attention (FOA) or saliency regions. In this work, we propose a novel based objective quality assessment metric, for assessing the perceptual quality of decoded video sequences affected by transmission errors and packed loses. The proposed method weights the Mean Square Error (MSE), Weighted-MSE (WMSE), according to the calculated saliency map at each pixel. Our method was validated trough subjective quality experiments.

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Weighted-MSE based on Saliency map for assessing video quality of H.264 video streams

Abstract

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