Estimation of Face Pose from an Image Using Eigen Space Method

Akihiro Watanabe, Hideo Saito, Shinji Ozawa

研究成果: Conference contribution

抄録

In this paper, we propose a new model-based method for estimating face pose from a facial image. In this method, computer generated models are used for reducing the cost of collecting the images of various models. By the use of computer generated models, it is very easy to change the acquisition conditions of the model images, such as illumination and pose of the object. Additionally, the eigen space technique is employed for reducing the huge capacity of the prepared models and huge computation for matching input images with model images. We show the results of pose estimation from facial images of varying illumination for demonstrating the effectiveness of the proposed method.

本文言語English
ホスト出版物のタイトルProceedings of the Joint Conference on Information Sciences
編集者K. Li, Y. Pan, P.P. Wang, A. Al-Dhelaan, H. Da Cheng, Y. Pan, P.P. Wang, K. Li, A. Al-Dhelaan, H. Da Cheng
ページ287-290
ページ数4
4
出版ステータスPublished - 1998
イベント4th International Conference on Computer Science and Informatics, JCIS 1998, 1st International Workshop on High Performance, 1st International Workshop on Computer Vision, Pattern Recognition and Image Processing Volume 4 - Research Triangle Park, NC, United States
継続期間: 1998 10 231998 10 28

Other

Other4th International Conference on Computer Science and Informatics, JCIS 1998, 1st International Workshop on High Performance, 1st International Workshop on Computer Vision, Pattern Recognition and Image Processing Volume 4
国/地域United States
CityResearch Triangle Park, NC
Period98/10/2398/10/28

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)

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