IMPROVING TEMPORAL ERROR CONCEALMENT BY GRNN IN VIDEO COMMUNICATION

被引:0
|
作者
Chen, Jun-Horng [1 ]
Shao, Shih-Chun [2 ]
Chen, Wen-Hui [2 ]
机构
[1] Oriental Inst Technol, Dept Commun Engn, New Taipei, Taiwan
[2] Natl Taipei Univ Technol, Grad Inst Automat Technol, Taipei 106, Taiwan
关键词
error concealment; general regression neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work aims to improve the temporal error concealment for the corrupted macroblocks whose motions are not locally-smooth. It is demonstrated that the recovered quality by the oft-used motion estimation approaches is not visually satisfied for those MBs of which adjacent MBs do not have a consistent movement. Therefore, this work will propose and demonstrate that, if the conventional error concealment approach is followed by the nonparametric regression approach GRNN, the concealed quality will be raised. The simulation results will show the proposed approach indeed improves the performance of error concealment and the improving gain is about 1 dB of PSNR.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Adaptive Joint Spatio-Temporal Error Concealment for Video Communication
    Seiler, Juergen
    Kaup, Andre
    [J]. 2008 IEEE 10TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, VOLS 1 AND 2, 2008, : 229 - 234
  • [2] Temporal error concealment for video transmission
    Chong, TS
    Au, OC
    Chau, WS
    Chan, TW
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 1363 - 1366
  • [3] An effective Video Temporal Error Concealment Method
    Ruan Ruolin
    Hu Ruimin
    Li Zhongming
    [J]. ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 683 - +
  • [4] Temporal Shape Error Concealment for Video Objects
    于烨
    谢旭东
    陆建华
    郑君里
    陈长文
    [J]. Journal of Beijing Institute of Technology, 2008, (03) : 322 - 329
  • [5] Temporal shape error concealment for video objects
    Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
    不详
    [J]. J Beijing Inst Technol Engl Ed, 2008, 3 (322-329):
  • [6] Error control and concealment for video communication: A review
    Wang, Y
    Zhu, QF
    [J]. PROCEEDINGS OF THE IEEE, 1998, 86 (05) : 974 - 997
  • [7] Error control and concealment for video communication: A review
    Polytechnic Univ, Brooklyn, United States
    [J]. Proceedings of the IEEE, 1998, 86 (5 pt 1): : 974 - 997
  • [8] Error Concealment for Low Bit Rate Video Communication
    Xia, Wei
    Yang, Di
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2013, : 1052 - 1055
  • [9] Temporal capsule networks for video motion estimation and error concealment
    Sankisa, Arun
    Punjabi, Arjun
    Katsaggelos, Aggelos K.
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2020, 14 (07) : 1369 - 1377
  • [10] An iterative temporal error concealment algorithm for degraded video signals
    Kim, YG
    Choe, Y
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 2001, E84B (04) : 941 - 951