Range image sensor based eye gaze estimation by using the relationship between the face and eye directions

被引：0
|
作者：
Tamaki H. [1 ]
Sakai T. [1 ]
Ota Y. [1 ]
Kusunoki F. [2 ]
Inagaki S. [3 ]
Egusa R. [3 ,4 ]
Sugimoto M. [5 ]
Mizoguchi H. [1 ]
机构：
[1] Department of Science and Technology, Mechanical Engineering, Tokyo University of Science, 2641 Yamazaki, Noda-shi, Chiba
[2] Department of Information Design, Tama Art University, 2-1723, Yarimizu, Hachioji, Tokyo
[3] Graduate School of Human Development and Environment, Kobe University, Yayoigaoka 6, Sanda-shi, Hyogo
[4] JSPS research fellow, 5-3-1, Kojimachi, Chiyoda-ku, Tokyo
[5] Graduate School of Information Science and Technology, Hokkaido University, Kita 15, Nishi 8, Kita-ku, Sapporo, Hokkaido
来源：
| 1600年 / Massey University卷 / 09期
基金：
日本学术振兴会;
关键词：
Active appearance models; Eye gaze direction; Face direction; Range image sensor; Relationship between face and eyes;
D O I：
10.21307/ijssis-2017-965
中图分类号：
学科分类号：
摘要：
In this paper, we estimate the eye gaze by using the face direction to estimate the object of interest in an extensive area such as an educational display or museum exhibit. However, the direction of the gaze may differ from that of the face. Therefore, our approach was to use a method that utilizes both the face and eye directions to improve the accuracy of our estimation compared to only using the face direction. The first part of our study involved apprehending the relationship between the direction of the face and the eyes. The second part entailed estimating the eye gaze using this relationship. We then evaluated the effectiveness of this method in comparison to using the relationship with the face direction only.
引用
收藏
页码：2297 / 2308
页数：11
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