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Integrated face detection, tracking, and pose estimation
https://doi.org/10.24517/00008810
https://doi.org/10.24517/00008810a720dea7-1329-457c-867d-57a22ed1b8db
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
TE-PR-MIYAMA-M-1056.pdf (786.2 kB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||||||
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| 公開日 | 2017-10-03 | |||||||||
| タイトル | ||||||||||
| タイトル | Integrated face detection, tracking, and pose estimation | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||
| 資源タイプ | journal article | |||||||||
| ID登録 | ||||||||||
| ID登録 | 10.24517/00008810 | |||||||||
| ID登録タイプ | JaLC | |||||||||
| 著者 |
Miyama, Masayuki
× Miyama, Masayuki× Matsuda, Yoshio |
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| 著者別表示 |
深山, 正幸
× 深山, 正幸
× 松田, 吉雄
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| 書誌情報 |
International Conference on Signal Processing Proceedings, ICSP 巻 2, 号 6491760, p. 1056-1059, 発行日 2012-01-01 |
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| ISBN | ||||||||||
| 識別子タイプ | ISBN | |||||||||
| 関連識別子 | 978-146732194-5 | |||||||||
| DOI | ||||||||||
| 関連タイプ | isVersionOf | |||||||||
| 識別子タイプ | DOI | |||||||||
| 関連識別子 | 10.1109/ICoSP.2012.6491760 | |||||||||
| 出版者 | ||||||||||
| 出版者 | IEEE | |||||||||
| 抄録 | ||||||||||
| 内容記述タイプ | Abstract | |||||||||
| 内容記述 | This paper presents a proposal of an integrated method for face detection, tracking, and head pose estimation. We use the de-facto Viola-Jones method for face and face part detection. We adopt affine motion model estimation as a tracking method. The combination enables efficient detection around the search area limited by tracking. Moreover, it reduces false detection because of the consistent processing with earlier results. In addition, the method re-initializes the position and size of the face and face parts in every frame. That initialization immediately corrects tracking jitter. The head pose is estimated using coordinates of both eyes and a mouth relative to the nose as the origin in the coordinate system. The computational cost is low because it uses only those three points. Experimental results show accurate estimation of the head pose. The average error is 6.50 deg in yaw angle, and 7.65 deg in pitch angle. © 2012 IEEE. | |||||||||
| 著者版フラグ | ||||||||||
| 出版タイプ | AM | |||||||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||
