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Planning of an active range sensor structure for pose estimation of 3-D regular objects

机译:活动范围传感器结构的规划,用于3-D常规对象的姿态估计

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Abstract: In some 3-D object perception and pose estimation tasks an active range sensor structure is important for obtaining high accuracy results. In this paper an active triangulation photoelectric range sensor based on the electronic scanning of an integrated LED array is described and the sensor structure planning for pose estimation of 3-D regular objects is discussed. A simulation of the effect on the accuracy of a 3-D object's pose estimation of the location of the measured points on the object's surface constitute the background for the planning. Taking into consideration the results of the theoretical analysis, an approach to design the desired sensor for pose estimation of a certain set of objects is presented. The whole sensor structure planning process is illustrated with an example of pose estimation of cylindrical objects. Benefits of the approach presented to a certain class of pose estimation tasks, which are met in real industrial environments, include decreasing the costs of the range data acquisition hardware and the time consumed for range data reduction.!8
机译:摘要:在某些3D对象感知和姿态估计任务中,有效范围传感器结构对于获得高精度结果很重要。本文介绍了一种基于集成LED阵列电子扫描的有源三角光电距离传感器,并讨论了用于3D规则物体姿态估计的传感器结构规划。对3D对象的姿势估计的精度的影响的模拟是对对象表面上的测量点位置的估计,这构成了规划的背景。考虑到理论分析的结果,提出了一种用于设计用于特定对象组姿势估计的所需传感器的方法。以圆柱物体的姿态估计为例说明了整个传感器结构的规划过程。呈现给特定类别的姿势估计任务的方法的好处(在实际工业环境中可以实现)包括减少距离数据采集硬件的成本以及减少距离数据缩减所花费的时间!8

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