Estimation of user's attention based on gaze and environment measurements for robotic wheelchair

Estimation of user's attention based on gaze and environment measurements for robotic wheelchair
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基于机器人轮椅的注视和环境测量来估计用户的注意力

DOI:
10.1109/roman.2003.1251810
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发表时间:
2003
期刊:
The 12th IEEE International Workshop on Robot and Human Interactive Communication, 2003. Proceedings. ROMAN 2003.
影响因子:
--
通讯作者:
T. Ogasawara
T. Ogasawara
中科院分区:
--
文献类型:
--
作者:
Y. Adachi;K. Goto;A. Khiat;Y. Matsumoto;T. Ogasawara

文献摘要

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在本文中,我们描述了一个机器人轮椅系统作为指导机器人。该系统检测用户的头部姿势和注视方向,并使用距离传感器和地图识别其位置和周围环境。由于该系统可以从测量中检测用户正在看哪里,因此它可以通过注视的持续时间来估计用户在轮椅上的注意力。实验结果表明,利用用户注意力估计进行速度控制辅助的有效性。
In this paper, we describe a robotic wheelchair system as a guide robot. This system detects the head pose and gaze direction of the user, and recognizes its position and the surrounding environment using a range sensor and a map. Since the system can detect where the user is looking from the measurements, it can estimate the attention of the user on the wheelchair by the duration of gaze. Experimental results indicate the validity of the speed control assistance using the estimation of user's attention.