Reduced-reference video quality metric using spatio-temporal activity information

Monitoring and maintaining acceptable Quality of Experience is of great importance to video service providers. Perceived visual quality of transmitted video via wireless networks can be degraded by transmission errors. This paper presents a reduced-reference video quality metric of very low comple...

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Main Authors: Abdul Rahman, Farah Diyana, Ibrahim, Ahmad Imran, Agrafiotis, Dimitris
Format: Article
Language:English
English
Published: Institute of Advanced Engineering and Science (IAES) 2018
Subjects:
Online Access:http://irep.iium.edu.my/66030/
http://irep.iium.edu.my/66030/1/66030_Reduced-reference%20Video%20Quality%20Metric_article.pdf
http://irep.iium.edu.my/66030/2/66030_Reduced-reference%20Video%20Quality%20Metric_scopus.pdf
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author Abdul Rahman, Farah Diyana
Ibrahim, Ahmad Imran
Agrafiotis, Dimitris
author_facet Abdul Rahman, Farah Diyana
Ibrahim, Ahmad Imran
Agrafiotis, Dimitris
author_sort Abdul Rahman, Farah Diyana
building IIUM Repository
collection Online Access
description Monitoring and maintaining acceptable Quality of Experience is of great importance to video service providers. Perceived visual quality of transmitted video via wireless networks can be degraded by transmission errors. This paper presents a reduced-reference video quality metric of very low complexity and overhead that makes use of frame based spatial (SI) and temporal (TI) activity levels to monitor the effect of channel errors on video transmitted over error prone networks. The performance of the metric is evaluated relative to that of a number of full and reduced reference metrics. The proposed metric outperforms some of the most popular full reference metrics whilst requiring very little overhead.
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format Article
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institution International Islamic University Malaysia
institution_category Local University
language English
English
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publishDate 2018
publisher Institute of Advanced Engineering and Science (IAES)
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spelling iium-660302018-08-30T08:05:52Z http://irep.iium.edu.my/66030/ Reduced-reference video quality metric using spatio-temporal activity information Abdul Rahman, Farah Diyana Ibrahim, Ahmad Imran Agrafiotis, Dimitris TK Electrical engineering. Electronics Nuclear engineering TK5101 Telecommunication. Including telegraphy, radio, radar, television TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Monitoring and maintaining acceptable Quality of Experience is of great importance to video service providers. Perceived visual quality of transmitted video via wireless networks can be degraded by transmission errors. This paper presents a reduced-reference video quality metric of very low complexity and overhead that makes use of frame based spatial (SI) and temporal (TI) activity levels to monitor the effect of channel errors on video transmitted over error prone networks. The performance of the metric is evaluated relative to that of a number of full and reduced reference metrics. The proposed metric outperforms some of the most popular full reference metrics whilst requiring very little overhead. Institute of Advanced Engineering and Science (IAES) 2018-04 Article PeerReviewed application/pdf en http://irep.iium.edu.my/66030/1/66030_Reduced-reference%20Video%20Quality%20Metric_article.pdf application/pdf en http://irep.iium.edu.my/66030/2/66030_Reduced-reference%20Video%20Quality%20Metric_scopus.pdf Abdul Rahman, Farah Diyana and Ibrahim, Ahmad Imran and Agrafiotis, Dimitris (2018) Reduced-reference video quality metric using spatio-temporal activity information. Telkomnika, 16 (2). pp. 909-914. ISSN 1693-6930 E-ISSN 2087-278X http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/9044/pdf_302 10.12928/TELKOMNIKA.v15i4.9044
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
TK5101 Telecommunication. Including telegraphy, radio, radar, television
TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Abdul Rahman, Farah Diyana
Ibrahim, Ahmad Imran
Agrafiotis, Dimitris
Reduced-reference video quality metric using spatio-temporal activity information
title Reduced-reference video quality metric using spatio-temporal activity information
title_full Reduced-reference video quality metric using spatio-temporal activity information
title_fullStr Reduced-reference video quality metric using spatio-temporal activity information
title_full_unstemmed Reduced-reference video quality metric using spatio-temporal activity information
title_short Reduced-reference video quality metric using spatio-temporal activity information
title_sort reduced-reference video quality metric using spatio-temporal activity information
topic TK Electrical engineering. Electronics Nuclear engineering
TK5101 Telecommunication. Including telegraphy, radio, radar, television
TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
url http://irep.iium.edu.my/66030/
http://irep.iium.edu.my/66030/
http://irep.iium.edu.my/66030/
http://irep.iium.edu.my/66030/1/66030_Reduced-reference%20Video%20Quality%20Metric_article.pdf
http://irep.iium.edu.my/66030/2/66030_Reduced-reference%20Video%20Quality%20Metric_scopus.pdf