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Scene Perception and Recognition for Human-Robot Co-operation

机译:人机合作场景感知与识别

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In this paper, an intuitive interface for collaborative tasks involving a human and a standard industrial robot is presented. The target for this interface is a worker who is experienced in manufacturing processes but has no experience in conventional industrial robot programming. Physical Human-Robot Interaction (pHRI) and interactive GUI control using hand gestures offered by this interface allows this novice user to instruct industrial robots with ease. This interface combines state of the art perception capabilities with first order logic reasoning to generate semantic description of the process plan. This semantic representation creates the possibility of including human and robot tasks in the same plan and also reduces the complexity of problem analysis by allowing process planning at semantic level, thereby isolating the problem description and analysis from the execution and scenario-specific parameters.
机译:在本文中,提出了一个涉及人和标准工业机器人的协作任务的直观界面。该界面的目标对象是在制造过程中经验丰富但没有常规工业机器人编程经验的工人。物理人机交互(pHRI)和使用该界面提供的手势的交互式GUI控制使该新手用户可以轻松地指导工业机器人。该接口将一流的感知能力与一阶逻辑推理相结合,以生成过程计划的语义描述。这种语义表示可能将人和机器人任务包含在同一计划中,并且通过允许在语义级别进行流程计划来降低问题分析的复杂性,从而将问题描述和分析与执行和特定于场景的参数隔离开来。

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