• DocumentCode
    1740805
  • Title

    Low-complexity face-assisted video coding

  • Author

    Lin, Chia-Wen ; Chang, Yao-Jen ; Chen, Yung-Chang

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Chung Cheng Univ., Chia-Yi, Taiwan
  • Volume
    2
  • fYear
    2000
  • fDate
    10-13 Sept. 2000
  • Firstpage
    207
  • Abstract
    This paper presents a novel face-assisted video coding scheme to enhance the visual quality of the face regions in video telephony applications. A skin-color based face detection and tracking scheme is proposed to locate the face regions in real-time. After classifying the macroblocks into the face and non-face regions, we present a dynamic distortion weighting adjustment (DDWA) scheme to drop the static non-face macroblocks, and the saved bits are used to compensate the face region by adjusting the distortion weighting of the face macroblocks. The quality of face regions will thus be enhanced. Moreover, the computation originally required for the skipped macroblocks can also be saved. The experimental results show that the proposed method can significantly improve the PSNR and the subjective quality of face regions, while the degradation introduced on the non-face areas is relatively insensitive to human perception. The proposed algorithm is fully compatible with the H.263 standard, and the low complexity feature makes it well suited to implement for real-time applications.
  • Keywords
    data compression; image colour analysis; image enhancement; tracking; video coding; videotelephony; H.263 standard; PSNR; distortion weighting; dynamic distortion weighting adjustment; face macroblocks; human perception; low-complexity face-assisted video coding; macroblocks classification; nonface macroblocks; nonface regions; real-time applications; real-time face regions location; skin-color based face detection; skin-color based face tracking; subjective quality; telephony applications; visual quality enhancement; Application software; Bandwidth; Computer science; Degradation; Face detection; Humans; PSNR; Quantization; Telephony; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2000. Proceedings. 2000 International Conference on
  • Conference_Location
    Vancouver, BC, Canada
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-6297-7
  • Type

    conf

  • DOI
    10.1109/ICIP.2000.899270
  • Filename
    899270