Distributed video coding

被引:821
|
作者
Girod, B [1 ]
Margot, A [1 ]
Rane, S [1 ]
Rebollo-Monedero, D [1 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
distributed source coding; low-complexity video coding; robust video transmission; video coding; Wyner-Ziv coding;
D O I
10.1109/JPROC.2004.839619
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
Distributed coding is a new paradigm for video compression, based on Slepian and Wolf's and Wyner and Ziv's information-theoretic results from the 1970s. This paper reviews the recent development of practical distributed video coding schemes, Wyner-Ziv coding, i.e., lossy compression with receiver side information, enables low-complexity video encoding where the bulk of the computation is shifted to the decoder. Since the interframe dependence of the video sequence is exploited only at the decoder, an intraframe encoder can be combined with an interframe decoder. The rate-distortion performance is superior to conventional intraframe coding, but there is still a gap relative to conventional motion-compensated interframe coding. Wyner-Ziv coding is naturally robust against transmission errors and can be used for joint source-channel coding. A Wyner-Ziv MPEG encoder that protects the video waveform rather than the compressed bit stream achieves graceful degradation under deteriorating channel conditions without a layered signal representation.
引用
收藏
页码:71 / 83
页数:13
相关论文
共 50 条
  • [1] DISTRIBUTED CODING OF ENDOSCOPIC VIDEO
    Deligiannis, Nikos
    Verbist, Frederik
    Barbarien, Joeri
    Slowack, Jurgen
    Van de Walle, Rik
    Schelkens, Peter
    Munteanu, Adrian
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 1813 - 1816
  • [2] Developments in Distributed Video Coding
    Khan, Nadeem
    Khalid, Nida
    PROCEEDINGS OF IWSSIP 2008: 15TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, 2008, : 165 - 168
  • [3] Distributed Video Coding With MIMO for Video Wireless Communications
    Weerakkody, W. A. R. J.
    Fernando, W. A. C.
    Muraleetharan, K.
    Adedoyin, S.
    ICSPC: 2007 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, 2007, : 384 - +
  • [4] Low complexity distributed video coding
    Vijayanagar, Krishna Rao
    Kim, Joohee
    Lee, Yunsik
    Kim, Jong-bok
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 25 (02) : 361 - 372
  • [5] Symmetric Distributed Multiview Video Coding
    Bai, Baochun
    Yang, Yang
    Lei, Cheng
    Boulanger, Pierre
    Harms, Janelle
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 653 - +
  • [6] Wavelet domain distributed coding for video
    Bernardini, R.
    Rinaldo, R.
    Zontone, P.
    Alfonso, D.
    Vitali, A.
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 245 - +
  • [7] Special issue on distributed video coding
    Guillemot, Christine
    Pereira, Fernando
    Torres, Luis
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2008, 23 (05) : 337 - 338
  • [8] Special issue on distributed video coding
    Warnakulasuriya Anil Chandana Fernando
    Multimedia Tools and Applications, 2010, 48 : 367 - 368
  • [9] Distributed video coding using wavelet
    Guo, Xun
    Lu, Yan
    Wu, Feng
    Gao, Wen
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 5427 - +
  • [10] Source Modeling for Distributed Video Coding
    Toto-Zarasoa, Velotiaray
    Roumy, Aline
    Guillemot, Christine
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2012, 22 (02) : 174 - 187