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 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781509008063 |
| DOIs | |
| Publication status | Published - 2016 Aug 23 |
| Event | 15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016 - Okayama, Japan Duration: 2016 Jun 26 → 2016 Jun 29 |
Other
| Other | 15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016 |
|---|---|
| Country | Japan |
| City | Okayama |
| Period | 16/6/26 → 16/6/29 |
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Keywords
- Head pose estimation
- movement analysis
- speech scene
ASJC Scopus subject areas
- Computer Science(all)
- Energy Engineering and Power Technology
- Control and Optimization
Cite this
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.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
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.
KW - Head pose estimation
KW - movement analysis
KW - speech scene
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
AN - SCOPUS:84988019765
BT - 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
ER -