Reduced-reference video quality assessment using a static video pattern

被引:6
|
作者
Kourtis, Michail-Alexandros [1 ]
Koumaras, Harilaos [1 ]
Liberal, Fidel [2 ]
机构
[1] Natl Ctr Sci Res Demokritos, Inst Informat & Telecommun, Athens 15310, Greece
[2] Univ Basque Country, Dept Commun Engn, Alameda Urquijo, Bilbao 48013, Spain
关键词
video quality assessment; structural similarity; reduced reference; feature extraction; video coding; transcoding; RATIO;
D O I
10.1117/1.JEI.25.4.043011
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A reduced-reference video quality assessment (VQA) method was proposed by using structural similarity (SSIM) index as a tool to extract features from both the original and the target video sequences, using a reference video pattern. The method is suitable for monitoring the video quality in real time and across the service provision chain. The performance of the proposed method was evaluated using a large experimental set of reference and nonreference video sequences and achieves an accuracy higher than 2.56% in comparison to SSIM. Additionally, comparison to subjectively evaluated scores of Laboratory for Image and Video Engineering video quality dataset, based on difference mean opinion scores, shows that the performance of the proposed method is within the range of the full reference VQA methods. (C) The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License.
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收藏
页数:10
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