Head pose estimation and movement analysis for speech scene

Rinko Komiya, Takeshi Saitoh, Miharu Fuyuno, Yuko Yamashita, Yoshitaka Nakajima

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

2 被引用数 (Scopus)

抄録

Public speaking is an essential skill for a large variety of professions and in everyday life. However, it is difficult to master the skills. This paper focuses on the automatic assessment of nonverbal facial behavior of public speaking and proposes simple and efficient method of head pose estimation and motion analysis. We collected nine speech scenes of the recitation contest in a Japanese high school, and applied the proposed method to evaluate the performance. As for the head pose estimation, our method was obtained acceptable accuracy for the speech scene. Proposed motion analysis method can be calculated frequencies and moving ranges of head motion. As the result, it was found that there is correlation between the moving range and eye contact score.

本文言語英語
ホスト出版物のタイトル2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings
編集者Kuniaki Uehara, Masahide Nakamura
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781509008063
DOI
出版ステータス出版済み - 8月 23 2016
イベント15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016 - Okayama, 日本
継続期間: 6月 26 20166月 29 2016

出版物シリーズ

名前2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings

その他

その他15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016
国/地域日本
CityOkayama
Period6/26/166/29/16

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンス(全般)
  • エネルギー工学および電力技術
  • 制御と最適化

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