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Approach to full pose estimation for an automatic control system based on vision

机译:基于视觉的自动控制系统全姿态估计方法

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Abstract: The application area of the developed 3D-pose estimatormay be spacecraft docking or any industrial robotcontrol problem that permits putting a visual mark onthe operational object. The input information tomeasure the complete pose (dimension 6) of a solidobject is given by a single view gray scale image. Anew method of the measurement is presented. It makesuse of a visual mark with spatially distributedfeatures. The Fourier transform technique serves formeasurements of mark image parameters conveying theinformation about pose parameters. The method isdirect: it does not perform any preliminary extractionof local features. Working in the spectral domain, themethod is based on a simple search of maximums, unlikea complicated logic of matching-based algorithmsworking in the spatial domain. The method permitsachieving of the highest theoretically possibleprecision for the class of model-based methods.Robustness is another advantage of the approach. !24
机译:摘要:所开发的3D姿态估计器的应用领域可能是航天器对接或任何允许在操作对象上放置视觉标记的工业机器人控制问题。测量立体物体的完整姿态(第6维度)的输入信息由单视图灰度图像给出。提出了一种新的测量方法。它利用具有空间分布特征的视觉标记。傅里叶变换技术用于标记图像参数的测量,传达有关姿势参数的信息。该方法是直接的:它不执行任何局部特征的初步提取。该方法在频谱域中工作,该方法基于简单的最大值搜索,与在空间域中基于匹配的算法的复杂逻辑不同。对于基于模型的方法,该方法可以实现最高的理论精度。稳健性是该方法的另一个优点。 !24

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