• DocumentCode
    2088979
  • Title

    An adaptive motion estimation based on the temporal subband analysis

  • Author

    Yim, Zung Kon ; Kim, Seung Bae ; Chung, Jae Ho

  • Author_Institution
    Dept. of Electron. Eng., Inha Univ., Incheon, South Korea
  • Volume
    4
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    1918
  • Abstract
    A new motion estimation scheme for an MPEG like video coder is suggested. The proposed `adaptive motion estimation´ scheme consists of five functional blocks: temporal subband analysis (TSBA), extraction of temporal activity distribution (TAD), scene change detection (SCD), picture type replacement (PTR), and a temporally adapted block matching algorithm (TABMA). All five functional blocks are developed primarily based on temporal subband analysis. According to the significance of the TAD, the TABMA adjusts its nonuniform motion vector search area. Also, a newly proposed SCD and PTR integrated method can prevent poor motion prediction for a video sequence containing abruptly changing scenes. Computer simulation results show that the proposed motion estimation scheme is superior to that of typical MPEG like video coders: it requires far less computations, and it shows much better performance
  • Keywords
    adaptive estimation; feature extraction; image matching; image sequences; motion estimation; parameter estimation; prediction theory; video coding; MPEG like video coder; adaptive motion estimation; computer simulation results; motion prediction; nonuniform motion vector search area; performance; picture type replacement; scene change detection; temporal activity distribution extraction; temporal subband analysis; temporally adapted block matching algorithm; video sequence; Band pass filters; Change detection algorithms; Finite impulse response filter; Frequency; Image analysis; Image quality; Layout; Low pass filters; Motion estimation; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.544826
  • Filename
    544826