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Intelligent multisensor system for high-speed and high-precision 3D metrology

机译:适用于高速和高精度3D计量的智能多传感器系统

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Abstract: This paper presents an intelligent multisensor system for 3D metrology tasks, which combines 2D intensity data coming from a CCD-camera and 2D range data delivered by a light stripe triangulation sensor. Due to the high data-rates both of the image processing system as well as the range sensor the multisensor system can perform the 3D-inspection of moving parts, making the system well suited for manufacturing lines based on closed loop sensing and control technology. The basic approach described herein makes use of intensity data for guiding the light stripe sensor in X- and Y-direction to areas of interest on the specimens surface. Guidance information is derived from a symbolic scene description created during a three stage segmentation algorithm. The segmentation algorithm consists of edge detection, Kalman-filter based contour tracking and contour approximation.!25
机译:摘要:本文提出了一种用于3D计量任务的智能多传感器系统,该系统将来自CCD相机的2D强度数据和由条纹三角测量传感器提供的2D范围数据结合在一起。由于图像处理系统和距离传感器都具有很高的数据速率,因此多传感器系统可以执行运动部件的3D检查,从而使该系统非常适合基于闭环传感和控制技术的生产线。本文所述的基本方法利用强度数据在X和Y方向上将光条传感器引导到样本表面上的感兴趣区域。指导信息来自在三阶段分割算法期间创建的符号场景描述。分割算法包括边缘检测,基于卡尔曼滤波器的轮廓跟踪和轮廓逼近!25

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