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Lip temporal pattern analysis for automatic visual speech recognition

  • Lei Xie
  • , Xiuli Cai
  • , Zhonghua Fu
  • , Dongmei Jiang
  • , Rongchun Zhao
  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

This paper presents a novel approach to processing temporal lip motion information for dynamic visual feature extraction in visual speech recognition. The long-time Lip TempoRAl Patterns (LipTRAPs) of visual phonemes are introduced to analyze the nature of lip shape changes when uttering speech. A dynamic visual feature is also proposed based on the LipTRAPs. Visual speech recognition experiments on a connected-digits task show that the LipTRAP feature can yield significant WRR improvments than conventional delta features.

源语言英语
主期刊名2004 7th International Conference on Signal Processing Proceedings (ICSP'04)
出版商Institute of Electrical and Electronics Engineers Inc.
703-706
页数4
ISBN(印刷版)0780384067
DOI
出版状态已出版 - 2004
活动7th International Conference on Signal Processing, ICSP 2004 - Beijing, 中国
期限: 31 8月 20044 9月 2004

丛书

姓名International Conference on Signal Processing Proceedings, ICSP
1
ISSN(印刷版)2164-5221
ISSN(电子版)2164-523X

会议

会议7th International Conference on Signal Processing, ICSP 2004
国家/地区中国
Beijing
时期31/08/044/09/04

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