Video Quality Estimation for Packet Loss Based on No-Reference Method

被引:0
|
作者
Han, Junghyun [1 ]
Kim, Yo-han [1 ]
Jeong, Jangkeun [1 ]
Shin, Jitae [1 ]
机构
[1] Sungkyunkwan Univ, Sch Informat & Commun Engn, Suwon 440746, South Korea
基金
新加坡国家研究基金会;
关键词
Packet Loss; Video Quality Estimation; No-Reference; Motion Vector; Mean Square Error (MSE);
D O I
暂无
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
Objective video-quality assessment can be divided into Full Reference (FR), Reduced Reference (RR), and No Reference (NR) methods. Among them NR quality assessment method does not require original video sequence, so it is suitable for the real-time video streaming service. This paper presents an NR-based estimation of mean square error (MSE) for video quality degradation due to various pattern packet losses in packet video network environment. Our proposed algorithm predicts initial error due to packet loss in each frame by using motion information of received data. Proposed method shows high Pearson correlation (more than 95%) to match actual MSE.
引用
收藏
页码:418 / 421
页数:4
相关论文
共 50 条
  • [1] No-Reference Network Packet Loss Video Quality Assessment Model Based on LS-SVM
    Wang, Jin
    Bin Hou, Yi
    [J]. RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016), 2017, 541 : 403 - 410
  • [2] No-reference Video Quality Metric based on the Packet Delay Variation Parameter
    Begazo, Dante Coaquira
    Rodriguez, Demostenes Zegarra
    Ramirez, Miguel Arjona
    [J]. 2016 IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS - 20TH IEEE ISCE, 2016, : 83 - 84
  • [3] NO-REFERENCE VIDEO QUALITY ASSESSMENT BASED ON SIMILARITY MAP ESTIMATION
    Wu, Wei
    Liu, Zizheng
    Chen, Zhenzhong
    Liu, Shan
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 181 - 185
  • [4] NO-REFERENCE BIT STREAM MODEL FOR VIDEO QUALITY ASSESSMENT OF H.264/AVC VIDEO BASED ON PACKET LOSS VISIBILITY
    Argyropoulos, Savvas
    Raake, Alexander
    Garcia, Marie-Neige
    List, Peter
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 1169 - 1172
  • [5] No-reference video quality assessment method based on digital watermark
    Wang, Xin-Dai
    Yang, Fu-Zheng
    Chang, Yi-Lin
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2004, 31 (02): : 229 - 233
  • [6] A no-reference video quality assessment method based on digital watermark
    Yang, FZ
    Wang, XD
    Chang, YL
    Wan, S
    [J]. PIMRC 2003: 14TH IEEE 2003 INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS PROCEEDINGS, VOLS 1-3 2003, 2003, : 2707 - 2710
  • [7] A no-reference video quality evaluation method based on HEVC bitstream
    Lei Xiaohua
    Jiang Xiuhua
    Ma Xiaoyu
    [J]. EIGHTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2016), 2016, 10033
  • [8] An Efficient Method for No-Reference Video Quality Assessment
    Agarla, Mirko
    Celona, Luigi
    Schettini, Raimondo
    [J]. JOURNAL OF IMAGING, 2021, 7 (03)
  • [9] A No-Reference Bitstream-Based Perceptual Model for Video Quality Estimation of Videos Affected by Coding Artifacts and Packet Losses
    Pandremmenou, K.
    Shahid, M.
    Kondi, L. P.
    Loevstroem, B.
    [J]. HUMAN VISION AND ELECTRONIC IMAGING XX, 2015, 9394
  • [10] No-Reference Video Quality Assessment Model for Distortion Caused by Packet Loss in the Real-Time Mobile Video Services
    Song, Jiarun
    Yang, Fuzheng
    [J]. ADVANCES IN MULTIMEDIA, 2014, 2014