• DocumentCode
    352182
  • Title

    A limited hardware resources efficient motion estimation algorithm

  • Author

    Friederich, Mombers ; Stephanie, Dogimont

  • Author_Institution
    Integrated Syst. Center, Swiss Fed. Inst. of Technol., Ecublens, Switzerland
  • Volume
    4
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    313
  • Abstract
    This paper describes a new motion estimation search strategy that exploits spatio-temporal correlation of motion vector field to estimate any kind of sequences containing low/high spatial details and slow/fast moving objects. The proposed algorithm dynamically changes its searching strategy between a modified genetic search and a N-step search accordingly to the scene motion complexity and the specified processing power budget. An adaptive sub-sampled motion vector tracing among B-frames mechanism is provided that drastically improves the coding quality for a relative additional complexity (less than 25%) which gives better results than exhaustive search over large searching range in all CCIR601 sequences tested
  • Keywords
    correlation methods; genetic algorithms; image coding; image sequences; motion estimation; B-frames mechanism; CCIR601 sequences; N-step search; adaptive sub-sampled motion vector; coding quality; exhaustive search; hardware resources efficient algorithm; modified genetic search; motion estimation; motion vector field; processing power budget; scene motion complexity; search strategy; searching range; sequences; spatial details; spatio-temporal correlation; Degradation; Encoding; Equations; Genetics; Hardware; Heuristic algorithms; Layout; MPEG 4 Standard; Motion estimation; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2000. Proceedings. ISCAS 2000 Geneva. The 2000 IEEE International Symposium on
  • Conference_Location
    Geneva
  • Print_ISBN
    0-7803-5482-6
  • Type

    conf

  • DOI
    10.1109/ISCAS.2000.858751
  • Filename
    858751