Head pose estimation and movement analysis for speech scene

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

doi:10.1109/ICIS.2016.7550793

Head pose estimation and movement analysis for speech scene

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings
Editors	Kuniaki Uehara, Masahide Nakamura
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509008063
DOIs	https://doi.org/10.1109/ICIS.2016.7550793
Publication status	Published - Aug 23 2016
Event	15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016 - Okayama, Japan Duration: Jun 26 2016 → Jun 29 2016

Publication series

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

Other

Other	15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016
Country/Territory	Japan
City	Okayama
Period	6/26/16 → 6/29/16

All Science Journal Classification (ASJC) codes

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

Access to Document

10.1109/ICIS.2016.7550793

Cite this

Komiya, R., Saitoh, T., Fuyuno, M., Yamashita, Y., & Nakajima, Y. (2016). Head pose estimation and movement analysis for speech scene. In K. Uehara, & M. Nakamura (Eds.), 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings Article 7550793 (2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIS.2016.7550793

Head pose estimation and movement analysis for speech scene. / Komiya, Rinko; Saitoh, Takeshi; Fuyuno, Miharu et al.
2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. ed. / Kuniaki Uehara; Masahide Nakamura. Institute of Electrical and Electronics Engineers Inc., 2016. 7550793 (2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Komiya, R, Saitoh, T, Fuyuno, M, Yamashita, Y & Nakajima, Y 2016, Head pose estimation and movement analysis for speech scene. in K Uehara & M Nakamura (eds), 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings., 7550793, 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016, Okayama, Japan, 6/26/16. https://doi.org/10.1109/ICIS.2016.7550793

Komiya R, Saitoh T, Fuyuno M, Yamashita Y, Nakajima Y. Head pose estimation and movement analysis for speech scene. In Uehara K, Nakamura M, editors, 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. 7550793. (2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings). doi: 10.1109/ICIS.2016.7550793

Komiya, Rinko ; Saitoh, Takeshi ; Fuyuno, Miharu et al. / Head pose estimation and movement analysis for speech scene. 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. editor / Kuniaki Uehara ; Masahide Nakamura. Institute of Electrical and Electronics Engineers Inc., 2016. (2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings).

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AB - 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.

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Head pose estimation and movement analysis for speech scene

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