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Systems and methods for automatically determining 3-dimensional object information and for controlling a process based on automatically-determined 3-dimensional object information

机译:用于自动确定三维物体信息并基于自动确定的三维物体信息控制过程的系统和方法

摘要

An image containing one or more types of objects to be located is analyzed to locate linear features within the image. The objects have edges having known spatial relationships. The linear features and identified virtual lines are analyzed to find groups of linear features and/or virtual lines that have one of the known spatial relationships. These relationships can include parallel edges, edges that meet at certain angles or angle ranges, the number of lines meeting a vertex and the like. The identified group is compared with projected 2-dimensional representation(s) of the object(s) to determine whether any additional lines appear in the image that are part of the located object. In various exemplary embodiments, two or more hypotheses for how the identified group of linear features maps to the 3-dimensional representation of the object can be generated. The best fitting hypothesis becomes the recognized 3-dimensional shape and orientation for that object.
机译:分析包含一种或多种类型的待定位对象的图像,以在图像内定位线性特征。物体的边缘具有已知的空间关系。分析线性特征和识别的虚拟线以找到具有已知空间关系之一的线性特征和/或虚拟线的组。这些关系可以包括平行的边缘,以某些角度或角度范围相交的边缘,与顶点相交的线数等。将识别出的组与对象的投影二维表示进行比较,以确定是否有任何其他线条出现在图像中,这些线条是所定位对象的一部分。在各种示例性实施例中,可以生成关于所识别的线性特征组如何映射到对象的3维表示的两个或更多个假设。最佳拟合假设成为该对象的公认3维形状和方向。

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