• DocumentCode
    569130
  • Title

    A Fast and Performance-Maintained Transcoding Method Based on Background Modeling for Surveillance Video

  • Author

    Geng, Mingchao ; Zhang, Xianguo ; Tian, Yonghong ; Liang, Luhong ; Huang, Tiejun

  • Author_Institution
    Inst. of Digital Media, Peking Univ., Beijing, China
  • fYear
    2012
  • fDate
    9-13 July 2012
  • Firstpage
    61
  • Lastpage
    66
  • Abstract
    Low-complexity and high-performance surveillance video Transcoding methods play an important role for a wide range of surveillance video transmission and storage applications. Towards this end, the special characteristics of surveillance video should be utilized for Transcoding. In this paper, we propose a fast and performance-maintained Transcoding method. This method firstly divides macro blocks (MBs) into foreground MBs, foreground border MBs and background MBs. Statistics show that the three categories have different distributions of prediction modes, motion vectors and reference frames. Following this, we adopt different Transco ding strategies in terms of removing the redundant prediction modes, narrowing motion search range and reducing reference frames. In particular, we propose an algorithm to exploit the decoded motion vector to adaptively calculate motion search range. Experimental results show that, compared with the recent background modeling based full-decoding-full-encoding, our Transcoding method saves more than 93% time with ignorable quality loss.
  • Keywords
    video coding; video surveillance; MB; background modeling; fast maintained transcoding method; macro blocks; performance maintained transcoding method; video surveillance; video transcoding method; video transmission surveillance; Complexity theory; Computational modeling; Correlation; Object oriented modeling; Surveillance; Transcoding; Vectors; background modeling; decrease complexity; full-decoding-full-encoding; motion search range; surveillance video transcoding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo (ICME), 2012 IEEE International Conference on
  • Conference_Location
    Melbourne, VIC
  • ISSN
    1945-7871
  • Print_ISBN
    978-1-4673-1659-0
  • Type

    conf

  • DOI
    10.1109/ICME.2012.65
  • Filename
    6298375