No-reference spatio-temporal activity difference PSNR estimation

Monitoring and maintaining acceptable Quality of Experience for end-users are main purposes for video service providers. Multicast network error transmission can critically degrade the perceived visual quality. This paper presents a novel no-reference video quality estimation using spatial and...

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Main Authors:	Abdul Rahman, Farah Diyana, Ibrahim, Ahmad Imran
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2016
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/1/54519.pdf http://irep.iium.edu.my/54519/2/54519-No-Reference%20Spatio-temporal%20Activity%20Difference%20PSNR%20Estimation_SCOPUS.pdf

id	iium-54519
recordtype	eprints
spelling	iium-545192019-03-04T08:33:48Z http://irep.iium.edu.my/54519/ No-reference spatio-temporal activity difference PSNR estimation Abdul Rahman, Farah Diyana Ibrahim, Ahmad Imran T Technology (General) Monitoring and maintaining acceptable Quality of Experience for end-users are main purposes for video service providers. Multicast network error transmission can critically degrade the perceived visual quality. This paper presents a novel no-reference video quality estimation using spatial and temporal perceptual activity over multicast IEEE 802.11n. This allows real-time monitoring and detection of visual degradations caused by network error transmission. The spatial and temporal perceptual activity features are extracted from each frame which subjected to network error transmission conditions. These features are implemented in the proposed method to produce video quality estimation and compared against the performance of full-reference objective video quality metrics. The proposed method is shown to be well correlated over a wide range of packet error rates and demonstrates that video quality can be detected by using spatial and temporal perceptual activity features with high accuracy which allows maintaining quality perceived by the end-users. IEEE 2016 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/54519/1/54519.pdf application/pdf en http://irep.iium.edu.my/54519/2/54519-No-Reference%20Spatio-temporal%20Activity%20Difference%20PSNR%20Estimation_SCOPUS.pdf Abdul Rahman, Farah Diyana and Ibrahim, Ahmad Imran (2016) No-reference spatio-temporal activity difference PSNR estimation. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016), 25th-27th July 2016, Kuala Lumpur. http://ieeexplore.ieee.org/document/7808326/ 10.1109/ICCCE.2016.68
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T Technology (General)
spellingShingle	T Technology (General) Abdul Rahman, Farah Diyana Ibrahim, Ahmad Imran No-reference spatio-temporal activity difference PSNR estimation
description	Monitoring and maintaining acceptable Quality of Experience for end-users are main purposes for video service providers. Multicast network error transmission can critically degrade the perceived visual quality. This paper presents a novel no-reference video quality estimation using spatial and temporal perceptual activity over multicast IEEE 802.11n. This allows real-time monitoring and detection of visual degradations caused by network error transmission. The spatial and temporal perceptual activity features are extracted from each frame which subjected to network error transmission conditions. These features are implemented in the proposed method to produce video quality estimation and compared against the performance of full-reference objective video quality metrics. The proposed method is shown to be well correlated over a wide range of packet error rates and demonstrates that video quality can be detected by using spatial and temporal perceptual activity features with high accuracy which allows maintaining quality perceived by the end-users.
format	Conference or Workshop Item
author	Abdul Rahman, Farah Diyana Ibrahim, Ahmad Imran
author_facet	Abdul Rahman, Farah Diyana Ibrahim, Ahmad Imran
author_sort	Abdul Rahman, Farah Diyana
title	No-reference spatio-temporal activity difference PSNR estimation
title_short	No-reference spatio-temporal activity difference PSNR estimation
title_full	No-reference spatio-temporal activity difference PSNR estimation
title_fullStr	No-reference spatio-temporal activity difference PSNR estimation
title_full_unstemmed	No-reference spatio-temporal activity difference PSNR estimation
title_sort	no-reference spatio-temporal activity difference psnr estimation
publisher	IEEE
publishDate	2016
url	http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/ http://irep.iium.edu.my/54519/1/54519.pdf http://irep.iium.edu.my/54519/2/54519-No-Reference%20Spatio-temporal%20Activity%20Difference%20PSNR%20Estimation_SCOPUS.pdf
first_indexed	2023-09-18T21:17:09Z
last_indexed	2023-09-18T21:17:09Z
_version_	1777411638498951168

No-reference spatio-temporal activity difference PSNR estimation

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