• DocumentCode
    1126315
  • Title

    Hybrid de-interlacing algorithm based on motion vector reliability

  • Author

    Wang, Demin ; Vincent, André ; Blanchfield, Philip

  • Author_Institution
    Commun. Res. Centre Canada, Ottawa, Ont., Canada
  • Volume
    15
  • Issue
    8
  • fYear
    2005
  • Firstpage
    1019
  • Lastpage
    1025
  • Abstract
    This paper presents a hybrid de-interlacing algorithm that converts video from interlaced format to progressive format. This hybrid algorithm effectively combines two existing de-interlacing techniques: one that offers high vertical resolution and the other that is robust to erroneous motion vectors. The combination is based on a new measurement of motion vector reliability, so that the hybrid algorithm is dominated by the high-resolution technique if motion vectors are reliable; otherwise, it approaches the robust technique. Motion vector reliability is measured using the a posteriori probability of motion vectors. Experimental results show that this is an effective measure of motion vector reliability. The hybrid algorithm offers high spatial resolution without artifacts caused by erroneous motion vectors, and outperforms four of the best existing techniques in terms of peak signal-to-noise ratio.
  • Keywords
    image motion analysis; image resolution; probability; reliability; video signal processing; erroneous motion vectors; hybrid deinterlacing algorithm; interlaced format; motion vector reliability; peak signal-to-noise ratio; posteriori probability; progressive format; vertical resolution; Degradation; Filtering algorithms; Image converters; Interpolation; Maximum likelihood detection; Motion compensation; Motion measurement; Nonlinear filters; Robustness; Spatial resolution; De-interlacing; motion reliability; motion-compensated interpolation; video format conversion; video processing;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2005.852414
  • Filename
    1490555