Objective Quality Metric Based on Spatial-temporal Distortion

被引:0
|
作者
Yang, Chunting [1 ]
Liu, Yang [1 ]
Yu, Jing [2 ]
机构
[1] Zhejiang Univ Sci & Technol, Sch Informat & Elect Engn, Hangzhou, Zhejiang, Peoples R China
[2] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON M5S 1A1, Canada
关键词
video quality assessment; perception distortions;
D O I
10.1109/MMIT.2008.190
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Digital video has pervaded the lives of people due to the popularity of applications. In this paper, we propose novel objective quality metrics for video sequences. This metrics are capable of capturing spatial distortions in video sequences, in addition to temporal artifacts. And they can quantify the spatial distortions and differentiate the type of distortion. Furthermore the metrics correlate well with the subjective quality measures because perception distortions of human have been taken into consideration. Experimental results show that our perceptual quality metrics performs better than the existing methods.
引用
收藏
页码:813 / +
页数:2
相关论文
共 50 条
  • [1] Video Quality Assessment Based on Spatial-temporal Distortion
    Yang, Chunting
    Liu, Yang
    Yu, Jing
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 818 - +
  • [2] Spatial-temporal video quality metric based on an estimation of QoE
    Amirshahi, S. A.
    Larabi, M-C
    [J]. 2011 THIRD INTERNATIONAL WORKSHOP ON QUALITY OF MULTIMEDIA EXPERIENCE (QOMEX), 2011, : 84 - 89
  • [3] AN OBJECTIVE VIDEO QUALITY METRIC BASED ON SPATIOTEMPORAL DISTORTION
    You, Junyong
    Hannuksela, Miska M.
    Gabbouj, Moncef
    [J]. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 2229 - +
  • [5] A video structural similarity quality metric based on a joint spatial-temporal visual attention model
    Zhang, Hua
    Tian, Xiang
    Chen, Yao-wu
    [J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2009, 10 (12): : 1696 - 1704
  • [6] A video structural similarity quality metric based on a joint spatial-temporal visual attention model
    Hua Zhang
    Xiang Tian
    Yao-wu Chen
    [J]. Journal of Zhejiang University-SCIENCE A, 2009, 10 : 1696 - 1704
  • [7] SPATIAL-TEMPORAL CORRELATION FILTER FOR INPLANE DISTORTION INVARIANCE
    MAHALANOBIS, A
    KUMAR, BVKV
    CASASENT, D
    [J]. APPLIED OPTICS, 1986, 25 (23): : 4466 - 4472
  • [8] Spatial-temporal Data Interpolation Based on Spatial-temporal Kriging Method
    Xu, Mei-Ling
    Xing, Tong
    Han, Min
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 2020, 46 (08): : 1681 - 1688
  • [9] Spatial-Temporal Air Quality Inference based on Matrix Factorization
    Hu, Keyong
    Guo, Xiaolan
    Gong, Xueyao
    Hu, Yifan
    Lin, Jerry Chun-Wei
    [J]. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 5092 - 5097
  • [10] Spatial-temporal distortion metrics for in-service quality monitoring of any digital video system
    Wolf, S
    Pinson, MH
    [J]. MULTIMEDIA SYSTEMS AND APPLICATIONS II, 1999, 3845 : 266 - 277