Head pose estimation and movement analysis for speech scene

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

研究成果: 著書/レポートタイプへの貢献会議での発言

2 引用 (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.

元の言語英語
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
出版者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781509008063
DOI
出版物ステータス出版済み - 8 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 26 20166 29 2016

その他

その他15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016
日本
Okayama
期間6/26/166/29/16

Fingerprint

Pose Estimation
Motion Analysis
Range of data
Contact
Motion
Speech
Movement
Motion analysis
Evaluate
Skills

All Science Journal Classification (ASJC) codes

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

これを引用

Komiya, R., Saitoh, T., Fuyuno, M., Yamashita, Y., & Nakajima, Y. (2016). Head pose estimation and movement analysis for speech scene. : 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings [7550793] 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; Yamashita, Yuko; Nakajima, Yoshitaka.

2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016. 7550793.

研究成果: 著書/レポートタイプへの貢献会議での発言

Komiya, R, Saitoh, T, Fuyuno, M, Yamashita, Y & Nakajima, Y 2016, Head pose estimation and movement analysis for speech scene. : 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings., 7550793, Institute of Electrical and Electronics Engineers Inc., 15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016, Okayama, 日本, 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. : 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. 7550793 https://doi.org/10.1109/ICIS.2016.7550793
Komiya, Rinko ; Saitoh, Takeshi ; Fuyuno, Miharu ; Yamashita, Yuko ; Nakajima, Yoshitaka. / Head pose estimation and movement analysis for speech scene. 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2016.
@inproceedings{7a3dca4de5f74900b8e6a2e3940dc5cb,
title = "Head pose estimation and movement analysis for speech scene",
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.",
author = "Rinko Komiya and Takeshi Saitoh and Miharu Fuyuno and Yuko Yamashita and Yoshitaka Nakajima",
year = "2016",
month = "8",
day = "23",
doi = "10.1109/ICIS.2016.7550793",
language = "English",
booktitle = "2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

TY - GEN

T1 - Head pose estimation and movement analysis for speech scene

AU - Komiya, Rinko

AU - Saitoh, Takeshi

AU - Fuyuno, Miharu

AU - Yamashita, Yuko

AU - Nakajima, Yoshitaka

PY - 2016/8/23

Y1 - 2016/8/23

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=84988019765&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84988019765&partnerID=8YFLogxK

U2 - 10.1109/ICIS.2016.7550793

DO - 10.1109/ICIS.2016.7550793

M3 - Conference contribution

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

PB - Institute of Electrical and Electronics Engineers Inc.

ER -