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Analysis of sub-pixel laser spot detection in laser triangulation systems

机译:激光三角测量系统中亚像素激光点检测的分析

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Laser spot detection is an important step of laser triangulation and limits its accuracy. Common methods todetermine the center position include circle fitting, the Hough transformation, the gray centroid method orGaussian fitting. As these algorithms were often tested in different set-ups and under various conditions, theygenerally lead to diverse results.The aim of this contribution is to investigate the algorithms in a more objective and realistic approach. Aftera short introduction to laser triangulation, basic information about laser spot center detection is given. Fundamentallimitations of the laser spot detection are then considered and analyzed. The investigations are followedby evaluations of measurements in a real laser triangulation setup.Through this approach we could show that the inuence of the spatial quantization and the quantization dueto the limited bit depth of the detector can be in a similar range as the deviation due to speckle noise in theimage. By using adapted image processing steps, the performance of the laser spot center determination couldbe improved significantly.
机译:激光斑点检测是激光三角测量的重要步骤,并限制了其准确性。常用方法 确定中心位置包括圆拟合,霍夫变换,灰色质心法或 高斯拟合。由于这些算法通常在不同的设置和各种条件下进行测试,因此它们 通常会导致不同的结果。 这项贡献的目的是以一种更加客观和现实的方式研究算法。后 简要介绍了激光三角测量,并提供了有关激光光斑中心检测的基本信息。基本的 然后考虑并分析了激光点检测的局限性。跟踪调查 通过在真实的激光三角测量装置中评估测量结果。 通过这种方法,我们可以证明 空间量化的影响和应有的量化 探测器的有限位深度的最大偏差可以在与由于散斑噪声引起的偏差相似的范围内 图像。通过使用适当的图像处理步骤,可以确定激光光斑中心的性能 得到显着改善。

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