4.6 Article

Facial expression cloning with elastic and muscle models

出版社

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jvcir.2014.02.010

关键词

Facial expression cloning; Elastic model; Muscle-distribution-based model; Distance-based metric; Facial features; Global warping; Local warping; Expression details enhancement

资金

  1. National Science Foundation of China [61379079, 61025005, 61202154, 61102100]
  2. Shanghai Pujiang Program [12PJ1404300]
  3. SMC grant of SITU
  4. Chinese national 973 project [2013CB329603]

向作者/读者索取更多资源

Expression cloning plays an important role in facial expression synthesis. In this paper, a novel algorithm is proposed for facial expression cloning. The proposed algorithm first introduces a new elastic model to balance the global and local warping effects, such that the impacts from facial feature diversity among people can be minimized, and thus more effective geometric warping results can be achieved. Furthermore, a muscle-distribution-based (MD) model is proposed, which utilizes the muscle distribution of the human face and results in more accurate facial illumination details. In addition, we also propose a new distance-based metric to automatically select the optimal parameters such that the global and local warping effects in the elastic model can be suitably balanced. Experimental results show that our proposed algorithm outperforms the existing methods. (C) 2014 Elsevier Inc. All rights reserved.

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