Gaze based robot control: The communicative approach

A. A. Fedorova, S. Shishkin, Yuri O. Nuzhdin, B. Velichkovsky
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引用次数: 7

Abstract

We propose a novel way of robotic device control with communicative eye movements that could possibly help to solve the problem of false activations during the gaze control, known as the Midas touch problem. The proposed approach can be considered as explicitly based on communication between a human operator and a robot. Specifically, we employed gaze patterns that are characteristic for “joint attention” type of communication between two persons. “Joint attention” gaze patterns are automatized and able to convey information about object location even under a high cognitive load. Therefore, we assumed that they may make robot control with gaze more stable. In a study with 28 healthy participants who were naive to this approach most of them easily acquired robot control with “joint attention” gaze patterns. The study did not reveal higher preference for communicative type of control, possibly because the participants did not practice before the tests. We discuss potential benefits of the new approach that can be tested in future studies.
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基于注视的机器人控制:交流方法
我们提出了一种新的机器人设备控制方式,通过交流眼动,可能有助于解决凝视控制过程中的错误激活问题,即迈达斯触摸问题。所提出的方法可以被认为是明确地基于人类操作员和机器人之间的通信。具体来说,我们采用的凝视模式是两个人之间“共同注意”类型交流的特征。“联合注意”凝视模式是自动化的,即使在高认知负荷下也能传递有关物体位置的信息。因此,我们认为它们可能会使机器人的凝视控制更加稳定。在一项对28名健康参与者的研究中,他们对这种方法很幼稚,其中大多数人很容易通过“联合注意”凝视模式获得机器人控制。这项研究并没有显示出对交际型控制的更高偏好,可能是因为参与者在测试前没有练习。我们讨论了新方法的潜在好处,可以在未来的研究中进行测试。
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