A Quality-of-Experience-Aware Framework for Versatile Video Coding-Based Video Transmission

被引:8
作者
Udora, Carl [1 ]
Adhuran, Jayasingam [1 ]
Fernando, Anil [2 ]
机构
[1] Univ Surrey, Inst Commun Syst, Ctr Vis Speech & Signal Proc, Guildford GU2 7XH, England
[2] Univ Strathclyde, Dept Comp & Informat Sci, Glasgow G1 1XQ, Scotland
关键词
Quality of experience; Quality of service; Packet loss; Streaming media; Delays; Encoding; Video codecs; QoE; VVC; packet loss rate; transmission delay; QOE; NETWORKS;
D O I
10.1109/TCE.2022.3229625
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
Multimedia applications have expanded and resulted in huge demands for high resolution videos in order to enhance the end user Quality of Experience (QoE). Therefore, QoE becomes a critical factor that is often addressed in design considerations of Consumer Electronics (CE) devices. Furthermore, error prone transmission conditions can influence the QoE, potentially degrading the end-user multimedia experience. Although video coding standards such as Versatile Video Coding (VVC) take potential mitigation measures to improve the bandwidth reductions, it fails to address other significant network Quality of Service (QoS) parameters that impact transmission based QoE such as transmission delay and Packet Loss Rate (PLR) in the encoding processes. In response, this paper first derives a relationship between QoE that addresses the network QoS parameters and VVC dependent parameters. Subsequently, the derived QoE model is used with the VVC encoding process to adaptively optimize Lagrange parameters as well as the quantization parameter. Extensive experiments report significant improvements to VVC Test Model (VTM) 7.0, achieving superior QoE gains over the state-of-the-art research and up to 3.41% over the anchor implementations.
引用
收藏
页码:205 / 216
页数:12
相关论文
共 41 条
[1]  
Adhuran J., 2020, PROC IEEE INT C CONS, P1
[2]   Multiple Quantization Parameter Optimization in Versatile Video Coding for 360° Videos [J].
Adhuran, Jayasingam ;
Kulupana, Gosala ;
Galkandage, Chathura ;
Fernando, Anil .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2020, 66 (03) :213-222
[3]  
[Anonymous], 2000, Proceedings of NOSSDAV
[4]  
[Anonymous], 2021, Ericsson mobility report
[5]  
Aroussi S., 2012, GLOBECOM 2012 - 2012 IEEE Global Communications Conference, P1963, DOI 10.1109/GLOCOM.2012.6503403
[6]  
Bampis Christos G., 2018, arXiv
[7]  
Bossen F., 2019, DOCUMENT JOINT VIDEO
[8]   Deep learning-based video quality enhancement for the new versatile video coding [J].
Bouaafia, Soulef ;
Khemiri, Randa ;
Messaoud, Seifeddine ;
Ben Ahmed, Olfa ;
Sayadi, Fatma Ezahra .
NEURAL COMPUTING & APPLICATIONS, 2022, 34 (17) :14135-14149
[9]   Developments in International Video Coding Standardization After AVC, With an Overview of Versatile Video Coding (VVC) [J].
Bross, Benjamin ;
Chen, Jianle ;
Ohm, Jens-Rainer ;
Sullivan, Gary J. ;
Wang, Ye-Kui .
PROCEEDINGS OF THE IEEE, 2021, 109 (09) :1463-1493
[10]  
Cabrera Julian, 2017, 2017 IEEE International Conference on Consumer Electronics (ICCE), P360, DOI 10.1109/ICCE.2017.7889355