HOW TO EVALUATE OBJECTIVE VIDEO QUALITY METRICS RELIABLY

被引：0
|
作者：
Korhonen, Jari [1 ]
Burini, Nino [1 ]
You, Junyong [2 ]
Nadernejad, Ehsan [1 ]
机构：
[1] Tech Univ Denmark, Dept Photon Engn, Lyngby, Denmark
[2] Norwegian Univ Sci & Tech NTNU, Dept Elect & Telecommun, Trondheim, Norway
来源：
2012 FOURTH INTERNATIONAL WORKSHOP ON QUALITY OF MULTIMEDIA EXPERIENCE (QOMEX) | 2012年
关键词：
Video quality assessment; Objective metrics; Reliability;
D O I：
暂无
中图分类号：
TB8 [摄影技术];
学科分类号：
0804 ;
摘要：
The typical procedure for evaluating the performance of different objective quality metrics and indices involves comparisons between subjective quality ratings and the quality indices obtained using the objective metrics in question on the known video sequences. Several correlation indicators can be employed to assess how well the subjective ratings can be predicted from the objective values. In this paper, we give an overview of the potential sources for uncertainties and inaccuracies in such studies, related both to the method of comparison, possible inaccuracies in the subjective data, as well as processing of subjective data. We also suggest some general guidelines for researchers to make comparison studies of objective video quality metrics more reliable and useful for the practitioners in the field.
引用
收藏
页码：57 / 62
页数：6
相关论文
共 50 条
  • [1] Objective video quality metrics
    Vranjes, M.
    Rimac-Drlje, S.
    Zagar, D.
    [J]. PROCEEDINGS ELMAR 2007, 2007, : 45 - 49
  • [2] OBJECTIVE QUALITY METRICS FOR VIDEO SCALABILITY
    Besson, Adrien
    De Simone, Francesca
    Ebrahimi, Touradj
    [J]. 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 59 - 63
  • [3] Subjective video quality prediction based on objective video quality metrics
    Alizadeh, M.
    Sharifkhani, M.
    [J]. 2018 4TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS), 2018, : 7 - 9
  • [4] Special issue on objective video quality metrics
    Mitra, SK
    Pearson, J
    Caviedes, J
    [J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2004, 19 (02) : 99 - 100
  • [5] Edge degradation for objective video quality metrics
    Lee, C
    Cho, SD
    Choe, JW
    Jung, TW
    Ahn, WS
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2004, PTS 1 AND 2, 2004, 5308 : 1253 - 1260
  • [6] Objective Video Quality Metrics for HDTV Services: A Survey
    Farrugia, Reuben A.
    Galea, Chris
    Zammit, Saviour
    Muscat, Adrian
    [J]. 2013 IEEE EUROCON, 2013, : 170 - 176
  • [7] Adapting Objective Video Quality Metrics to Ambient lighting
    Kerofsky, Louis
    Vanam, Rahul
    Reznik, Yuriy
    [J]. 2015 SEVENTH INTERNATIONAL WORKSHOP ON QUALITY OF MULTIMEDIA EXPERIENCE (QOMEX), 2015,
  • [8] Evaluation of objective quality metrics for multidimensional video scalability
    Cheon, Manri
    Lee, Jong-Seok
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2016, 35 : 132 - 145
  • [9] A Comparative Study of Objective Video Quality Assessment Metrics
    Mello, Carlos A. B.
    Saraiva, Marilia M.
    Menor, Diego P. A.
    Nishihara, Ricardo
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2017, 23 (05) : 505 - 527
  • [10] A Performance Analysis of Objective Video Quality Metrics for Digital Video Watermarking
    Thakur, Manish K.
    Saxena, Vikas
    Gupta, J. P.
    [J]. ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4, 2010, : 12 - 17
12345