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首页> 外文期刊>Journal of Intelligent and Robotic Systems >Robot Head Motion Control with an Emphasis on Realism of Neck–Eye Coordination during Object Tracking
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Robot Head Motion Control with an Emphasis on Realism of Neck–Eye Coordination during Object Tracking

机译:机器人头部运动控制,重点是目标跟踪过程中的颈眼协调性

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Important aspects of present-day humanoid robot research is to make such robots look realistic and human-like, both in appearance, as well as in motion and mannerism. In this paper, we focus our study on advanced control leading to realistic motion coordination for a humanoid’s robot neck and eyes while tracking an object. The motivating application for such controls is conversational robotics, in which a robot head “actor” should be able to detect and make eye contact with a human subject. Therefore, in such a scenario, the 3D position and orientation of an object of interest in space should be tracked by the redundant head–eye mechanism partly through its neck, and partly through its eyes. In this paper, we propose an optimization approach, combined with a real-time visual feedback to generate the realistic robot motion and robustify it. We also offer experimental results showing that the neck–eye motion obtained from the proposed algorithm is realistic comparing to the head–eye motion of humans.
机译:当前的类人机器人研究的重要方面是使此类机器人在外观,运动和举止上都看起来逼真且类似于人。在本文中,我们将研究重点放在高级控制上,从而在跟踪对象时实现人形机器人的脖子和眼睛的逼真的运动协调。此类控件的激励应用是会话式机器人技术,其中机器人头“演员”应能够检测到人类对象并与之进行眼神交流。因此,在这种情况下,多余的头眼机构应该部分地通过其脖子,部分地通过其眼睛来跟踪空间中感兴趣对象的3D位置和方向。在本文中,我们提出了一种优化方法,并结合了实时视觉反馈以生成逼真的机器人运动并将其鲁棒化。我们还提供了实验结果,表明从该算法获得的颈眼运动与人类的头眼运动相比是现实的。

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