Coding face at very low bit rate via visual face tracking

Jilin Tu, Zhen Wen, Hai Tao, Thomas S Huang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Facial expressions convey very important information which is sometimes indispensable for people to fully understand the speech during communication. When the volume of video data is overwhelming and channel resources are limited, very low bit rate video coding becomes a solution for teleconferencing. In this paper, we propose an efficient and robust very low bit rate face coding method via visual face tracking. After the face is located in the video frame, the generic facial geometric model is adapted to the face, and facial texture for the model is extracted from the first frame of the video. The facial motion is then tracked and synthesized. The facial motion parameters, synthesized residual error and video background are transmitted at very low bit rate. Experiments show that our method can achieve better PSNR around facial area than H.26L at about the same low bit rate and have better subjective visual effects.

Original languageEnglish (US)
Title of host publicationPicture Coding Symposium
Pages301-304
Number of pages4
StatePublished - Dec 9 2003
EventPicture Coding Symposium - Saint Malo, France
Duration: Apr 23 2003Apr 25 2003

Publication series

NamePicture Coding Symposium

Other

OtherPicture Coding Symposium
CountryFrance
CitySaint Malo
Period4/23/034/25/03

ASJC Scopus subject areas

  • Signal Processing
  • Computer Graphics and Computer-Aided Design

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  • Cite this

    Tu, J., Wen, Z., Tao, H., & Huang, T. S. (2003). Coding face at very low bit rate via visual face tracking. In Picture Coding Symposium (pp. 301-304). (Picture Coding Symposium).