Head pose estimation and movement analysis for speech scene

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

研究成果: Conference contribution

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English
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Published - 2016 8 23
イベント15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016 - Okayama, Japan
継続期間: 2016 6 262016 6 29

出版物シリーズ

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

Other

Other15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016
CountryJapan
CityOkayama
Period16/6/2616/6/29

ASJC Scopus subject areas

  • Computer Science(all)
  • Energy Engineering and Power Technology
  • Control and Optimization

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