3-D eye movement analysis.

被引:47
作者
Duchowski, A [1 ]
Medlin, E [1 ]
Cournia, N [1 ]
Murphy, H [1 ]
Gramopadhye, A [1 ]
Nair, S [1 ]
Vorah, J [1 ]
Melloy, B [1 ]
机构
[1] Clemson Univ, Dept Comp Sci, Clemson, SC 29634 USA
来源
BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS | 2002年 / 34卷 / 04期
关键词
Fixation Duration; Velocity Filter; Virtual Reality Simulator; Adaptive Thresholding; Saccade Detection;
D O I
10.3758/BF03195486
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
This paper presents a novel three-dimensional (3-D) eye movement analysis algorithm for binocular eye tracking within virtual reality (VR). The user's gaze direction, head position, and orientation are tracked in order to allow recording of the user's fixations within the environment. Although the linear signal analysis approach is itself not new, its application to eye movement analysis in three dimensions advances traditional two-dimensional approaches, since it takes into account the six degrees of freedom of head movements and is resolution independent. Results indicate that the 3-D eye movement analysis algorithm can successfully be used for analysis of visual process measures in VR. Process measures not only can corroborate performance measures, but also can lead to discoveries of the reasons for performance improvements. In particular, analysis of users' eye movements in VR can potentially lead to further insights into the underlying cognitive processes of VR subjects.
引用
收藏
页码:573 / 591
页数:19
相关论文
共 26 条
[1]  
Anliker L, 1976, EYE MOVEMENTS PSYCHO, P185
[2]  
BAHILL A T, 1975, Mathematical Biosciences, V24, P191, DOI 10.1016/0025-5564(75)90075-9
[3]   FREQUENCY LIMITATIONS AND OPTIMAL STEP SIZE FOR THE 2-POINT CENTRAL DIFFERENCE DERIVATIVE ALGORITHM WITH APPLICATIONS TO HUMAN-EYE MOVEMENT DATA [J].
BAHILL, AT ;
MCDONALD, JD .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1983, 30 (03) :191-194
[4]  
Becker W., 1989, NEUROBIOLOGY SACCADI, P13
[5]  
Bowman D. A., 1997, Proceedings 1997 Symposium on Interactive 3D Graphics, P35, DOI 10.1145/253284.253301
[6]   TIME OPTIMAL BEHAVIOR OF HUMAN SACCADIC EYE-MOVEMENT [J].
CLARK, MR ;
STARK, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1975, AC20 (03) :345-348
[7]  
Duchowski A. T., 2000, P 2000 S EYE TRACKIN, P89, DOI [10.1145/355017.355031, DOI 10.1145/355017.355031]
[8]   Incorporating the viewer's point-of-regard (POR) in gaze-contingent virtual environments [J].
Duchowski, AT .
STEREOSCOPIC DISPLAYS AND VIRTUAL REALITY SYSTEMS V, 1998, 3295 :332-343
[9]  
Duchowski AT, 2001, P ACM S VIRT REAL SO, P1, DOI [10.1145/505008.505010, DOI 10.1145/505008.505010]
[10]  
Glassner A. S., 1989, An Introduction to Ray Tracing