Utilizing human vision and computer vision to direct a robot in a semi-structured environment via task-level commands

E. Miles, R. Cannon
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引用次数: 8

Abstract

A novel approach to directing a highly autonomous robot operating in a semi-structured environment is presented. In this approach, the human operator assists the robot in perceiving unexpected situations in the environment through simple point-and-click type interaction with a live video display from cameras on-board the robot. As a result of this high-level guidance, the robot is now able to invoke a variety of computer vision algorithms to augment the world model accordingly. This novel approach utilizes the complimentary vision capabilities of both the human and computer to extend the capability of the human/robot team to overcome the challenges of semi-structured environments without sacrificing the high-degree of autonomy and resilience to time delay of the task-level command architecture. Preliminary experimental results with a laboratory robot are presented.
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利用人类视觉和计算机视觉通过任务级命令在半结构化环境中指导机器人
提出了一种在半结构化环境中指挥高度自主机器人的新方法。在这种方法中,人类操作员帮助机器人感知环境中的意外情况,通过简单的点击式交互,与机器人上的摄像机实时视频显示。由于这种高级指导,机器人现在能够调用各种计算机视觉算法来相应地增强世界模型。这种新颖的方法利用人类和计算机的互补视觉能力来扩展人类/机器人团队的能力,以克服半结构化环境的挑战,而不牺牲任务级命令体系结构的高度自主性和对时间延迟的弹性。给出了实验室机器人的初步实验结果。
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