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A Space-Mapping Method for Object Location Estimation Adaptive to Camera Setup Changes for Vision-Based Automation Applications

机译:一种基于空间映射的对象位置估计方法,适用于基于视觉的自动化应用的摄像机设置更改

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摘要

A new space-mapping method for object location estimation, which is adaptive to camera setup changes, for use in various automation applications is proposed. The location of an object appearing in an image is estimated by mapping image coordinates of object points to corresponding real-world coordinates using a mapping table, which is constructed in two stages, with the first stage for establishing a basic table using bilinear interpolation in the camera manufacturing environment and the second for adapting the table to changes of camera heights and orientations in the application field. Analytic equations for table adaptation are derived by skillful utilization of both image formation and camera geometry properties. Good experimental results are shown to prove the feasibility of the proposed method.
机译:提出了一种新的用于对象位置估计的空间映射方法,该方法适用于相机设置的更改,可在各种自动化应用中使用。通过使用映射表将对象点的图像坐标映射到相应的现实世界坐标,可以估算出图像中出现的对象的位置,该映射表分为两个阶段,第一阶段是在映射中使用双线性插值建立基本表相机制造环境,第二个是使桌子适应应用领域中相机高度和方向的变化。通过熟练地利用图像形成和相机几何特性,可以得出用于表格匹配的解析方程式。良好的实验结果证明了该方法的可行性。

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