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4D facial expression recognition

  • Tianhong Fang
  • , Xi Zhao
  • , Shishir K. Shah
  • , Ioannis A. Kakadiaris
  • University of Houston

科研成果: 书/报告/会议事项章节会议稿件同行评审

54 引用 (Scopus)

摘要

In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.

源语言英语
主期刊名2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011
出版商Institute of Electrical and Electronics Engineers Inc.
1594-1601
页数8
ISBN(印刷版)9781467300629
DOI
出版状态已出版 - 2011
已对外发布
活动13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011 - Barcelona, 西班牙
期限: 6 11月 201113 11月 2011

出版系列

姓名Proceedings of the IEEE International Conference on Computer Vision
ISSN(印刷版)1550-5499
ISSN(电子版)2380-7504

会议

会议13th IEEE International Conference on Computer Vision Workshops, ICCVW 2011
国家/地区西班牙
Barcelona
时期6/11/1113/11/11

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