TY - GEN
T1 - A study on human gaze detection based on 3D eye model
AU - Park, Kang Ryoung
PY - 2006
Y1 - 2006
N2 - Human gaze can give valuable tips for human computer interaction, but it is very difficult to detect human gaze position with one or two camera systems. Conventional method has the limitation of inaccurate gaze detection performance or not being able to track the fast motion of user's face and eye. To overcome such problem, in this paper, we propose a new gaze detection method. Compared to previous works, our method has following three advantages. First, our method uses three camera systems, such as a wide and narrow view stereo cameras and allows user's natural head and eye movement. Second, to obtain gaze position on a monitor, we detect the 3D eye position and gaze vector of eyeball. Third, to enhance the eye detection performance, we use AdaBoost eye detector and PCA algorithm. Experimental results showed that our method could be used for real-time gaze detection system.
AB - Human gaze can give valuable tips for human computer interaction, but it is very difficult to detect human gaze position with one or two camera systems. Conventional method has the limitation of inaccurate gaze detection performance or not being able to track the fast motion of user's face and eye. To overcome such problem, in this paper, we propose a new gaze detection method. Compared to previous works, our method has following three advantages. First, our method uses three camera systems, such as a wide and narrow view stereo cameras and allows user's natural head and eye movement. Second, to obtain gaze position on a monitor, we detect the 3D eye position and gaze vector of eyeball. Third, to enhance the eye detection performance, we use AdaBoost eye detector and PCA algorithm. Experimental results showed that our method could be used for real-time gaze detection system.
KW - 3D Eye Position and Gaze Vector of Eyeball
KW - A Wide and Stereo Narrow View Cameras
KW - Gaze Detection
UR - http://www.scopus.com/inward/record.url?scp=33746648701&partnerID=8YFLogxK
U2 - 10.1007/11789239_1
DO - 10.1007/11789239_1
M3 - Conference contribution
AN - SCOPUS:33746648701
SN - 354036031X
SN - 9783540360315
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1
EP - 9
BT - Articulated Motion and Deformable Objects - 4th International Conference, AMDO 2006, Proceedings
PB - Springer Verlag
T2 - 4th International Conference on Articulated Motion and Deformable Objects, AMDO 2006
Y2 - 11 July 2006 through 14 July 2006
ER -