Estimating Visual Attention from a Head Mounted IMU

被引：11
|
作者：
Leelasawassuk, Teesid [1 ]
Damen, Dima [1 ]
Mayol-Cuevas, Walterio W. [1 ]
机构：
[1] Univ Bristol, Bristol, Avon, England
来源：
ISWC 2015: PROCEEDINGS OF THE 2015 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS | 2015年
关键词：
D O I：
10.1145/2802083.2808394
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper concerns with the evaluation of methods for the estimation of both temporal and spatial visual attention using a head-worn inertial measurement unit (IMU). Aimed at tasks where there is a wearer-object interaction, we estimate the when and the where the wearer is interested in. We evaluate various methods on a new egocentric dataset from 8 volunteers and compare our results with those achievable with a commercial gaze tracker used as ground-truth. Our approach is primarily geared for sensor-minimal EyeWear computing.
引用
收藏
页码：147 / 150
页数：4
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