• DocumentCode
    417585
  • Title

    An automatic method for unequal and omni-directional anisotropic diffusion filtering of video sequences

  • Author

    Dumitras, Adriana ; Normile, Jim

  • Author_Institution
    Apple Comput. Inc., Cupertino, CA, USA
  • Volume
    3
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    In this paper, we propose a method for automatic, unequal and omni-directional anisotropic diffusion filtering of video sequences. Our method, which consists of automatic foreground/background discrimination using the color characteristics of the human face and skin, unequal filtering of the determined regions and then composition of the filtered regions into the final frames, is applied prior to encoding the video sequences. In addition to yielding higher visual quality of the decoded sequences than that of the decoded sequences with equal filtering over the entire frame, our method is robust with respect to skin tone and lighting variations, has low complexity and requires no calibration. We illustrate the main advantages of our method using videoconferencing sequences.
  • Keywords
    face recognition; image colour analysis; teleconferencing; video signal processing; automatic foreground/background discrimination; face/skin identification; human face color characteristics; lighting variations; omnidirectional diffusion filtering; skin color characteristics; skin tone variations; unequal diffusion filtering; video sequence anisotropic diffusion filtering; videoconferencing; visual quality; Anisotropic magnetoresistance; Calibration; Decoding; Encoding; Face; Filtering; Humans; Robustness; Skin; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326545
  • Filename
    1326545