• DocumentCode
    2651298
  • Title

    Efficient sign language video representation

  • Author

    Kountchev, R. ; Todorov, Vl ; Kountcheva, R.

  • Author_Institution
    Dept. of Radio Commun., Tech. Univ.-Sofia, Sofia
  • fYear
    2008
  • fDate
    25-28 June 2008
  • Firstpage
    177
  • Lastpage
    180
  • Abstract
    In the paper is presented one new approach for efficient presentation of video sign language interpretations, used in training of hearing impaired people. The idea is based on the use of contour image sequences instead of the original color ones. The aim is to achieve efficient compression, which to offer easier access for distance learning applications or mobile communications. The contours extraction is based on image filtration and background equalization, followed by image segmentation and lossless intra-frame compression of the consecutive TV frames of the video interpretations. In result, the understandability of the sign language interpretations is retained. The high compression ratio obtained ensures easier accessibility for the presented information. The comparison with other similar methods proved the efficiency of the new approach.
  • Keywords
    edge detection; handicapped aids; image representation; image segmentation; image sequences; natural languages; video signal processing; background equalization; contour image sequences; contours extraction; distance learning applications; hearing impaired people training; image filtration; image segmentation; lossless intra-frame compression; mobile communications; sign language video representation; video interpretations; video sign language interpretations; Auditory system; Computer aided instruction; Data mining; Filtration; Handicapped aids; Image coding; Image segmentation; Image sequences; Mobile communication; Video compression; Contour extraction; Intra-frame coding; Lossless and lossy compression; Sign language interpretation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
  • Conference_Location
    Bratislava
  • Print_ISBN
    978-80-227-2856-0
  • Electronic_ISBN
    978-80-227-2880-5
  • Type

    conf

  • DOI
    10.1109/IWSSIP.2008.4604396
  • Filename
    4604396