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Autonomous pallet localization and picking for industrial forklifts based on the line structured light

机译:基于线状结构轻型工业叉车的自动托盘定位和拣选

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This paper proposed an autonomous pallet handing method for industrial forklifts based on the line structured light sensor. The method mainly include two aspects. First, the design of the line structured light sensor based on embedded image processing board that contains a FPGA and a DSP. We solved the problem that Hessian matrix decomposition based light stripe center extraction cannot run in real time. Second, we installed the structured light sensor onto the automatic forklift, and the forklift detected and located the pallet using the geometry character of the pallets, then the controller drived the forklift docking in front of the pallet using position-based visual servoing and picking up the pallet at last. The line structured light sensor was designed using C6000 series visual processing boards developed by our research group. The experiment of the autonomous pallet localization and picking for industrial forklifts verifies the practicability and effectiveness of our proposed method.
机译:提出了一种基于线型光传感器的工业叉车自动托盘搬运方法。该方法主要包括两个方面。首先,基于嵌入式图像处理板的线型光传感器的设计,该板包含FPGA和DSP。我们解决了基于Hessian矩阵分解的光条中心提取无法实时运行的问题。其次,我们将结构化的光传感器安装到自动叉车上,然后,叉车使用托盘的几何特征检测并定位了托盘,然后控制器使用基于位置的视觉伺服和拾取来驱动叉车停靠在托盘前面最后是托盘。线型光传感器是使用我们的研究小组开发的C6000系列视觉处理板设计的。工业叉车自主托盘定位与拣选的实验验证了本文方法的实用性和有效性。

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