Evaluate mobile video quality in hybrid spatial and temporal domain

doi:10.1007/s11042-015-2992-8

	Evaluate mobile video quality in hybrid spatial and temporal domain
	Chen, Chao 1; Ji, Wen 1; Rho, Seungmin 2; Chen, Bo-Wei 3; Chen, Yiqiang 1
	2016-11-01
发表期刊	MULTIMEDIA TOOLS AND APPLICATIONS
ISSN	1380-7501
卷号	75 期号:22 页码:14507-14524
摘要	Mobile video quality assessment plays an essential role in multimedia systems and services. In the case of scalable video coding, which enables dynamic adaptation based on terminal capabilities and heterogeneous network, variable resolution is one of the most prominent types of video distortions. In this paper, we propose a new hybrid spatial and temporal distortion metric for evaluating video streaming quality with variable spatio-temporal resolution. The key idea is to project video sequence into feature domain and calculate the distortion of content information from the projected principal component matrix and its eigenvectors. This metric can measures the degree of content information degradation especially in spatio-temporal resolution scalable video. The performance of the proposed metric is evaluated and compared to some state-of-the-art quality evaluation metrics in the literature. Our results show that the proposed metric achieves good correlations with the subjective evaluations of the EPFL scale video database.
关键词	Multimedia Scalable video Signal processing
DOI	10.1007/s11042-015-2992-8
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61572466]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号	WOS:000386775500030
出版者	SPRINGER
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/7992
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Ji, Wen
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing Key Lab Mobile Comp & Pervas Device, Beijing, Peoples R China 2.Sungkyul Univ, Dept Multimedia, Anyang, South Korea 3.Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
推荐引用方式 GB/T 7714	Chen, Chao,Ji, Wen,Rho, Seungmin,et al. Evaluate mobile video quality in hybrid spatial and temporal domain[J]. MULTIMEDIA TOOLS AND APPLICATIONS,2016,75(22):14507-14524.
APA	Chen, Chao,Ji, Wen,Rho, Seungmin,Chen, Bo-Wei,&Chen, Yiqiang.(2016).Evaluate mobile video quality in hybrid spatial and temporal domain.MULTIMEDIA TOOLS AND APPLICATIONS,75(22),14507-14524.
MLA	Chen, Chao,et al."Evaluate mobile video quality in hybrid spatial and temporal domain".MULTIMEDIA TOOLS AND APPLICATIONS 75.22(2016):14507-14524.