High-fidelity eye, head, body, and world tracking with a wearable device

被引:10
|
作者
DuTell, Vasha [1 ,2 ]
Gibaldi, Agostino [1 ]
Focarelli, Giulia [1 ]
Olshausen, Bruno A. [1 ,2 ]
Banks, Martin S. [1 ]
机构
[1] Univ Calif Berkeley, Wertheim Sch Optometry & Vis Sci, Minor Hall, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Redwood Ctr Theoret Neurosci, Berkeley, CA 94720 USA
关键词
Eye tracking; Human vision; Hardware; Natural scene statistics; WALKING;
D O I
10.3758/s13428-022-01888-3
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
We describe the design and performance of a high-fidelity wearable head-, body-, and eye-tracking system that offers significant improvement over previous such devices. This device's sensors include a binocular eye tracker, an RGB-D scene camera, a high-frame-rate scene camera, and two visual odometry sensors, for a total of ten cameras, which we synchronize and record from with a data rate of over 700 MB/s. The sensors are operated by a mini-PC optimized for fast data collection, and powered by a small battery pack. The device records a subject's eye, head, and body positions, simultaneously with RGB and depth data from the subject's visual environment, measured with high spatial and temporal resolution. The headset weighs only 1.4 kg, and the backpack with batteries 3.9 kg. The device can be comfortably worn by the subject, allowing a high degree of mobility. Together, this system overcomes many limitations of previous such systems, allowing high-fidelity characterization of the dynamics of natural vision.
引用
收藏
页码:32 / 42
页数:11
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