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Ensuring Visibility in Calibration-Free Path Planning for Image-Based Visual Servoing

机译:确保基于图像的视觉伺服的无标定路径规划中的可见性

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摘要

We consider the problem of planning a path for image-based eye-in-hand visual servoing applications, when using an uncalibrated camera. Recent developments in this field lead to analytical interpolation between two views of an unknown object, in the projective space. Literature also provides extensions of these approaches that account for the target visibility constraint. Unfortunately, these extensions require an (even weakly) calibrated camera, and involve iterative algorithms that are not proven to converge. In this paper, we propose a modification of an existing projective interpolation algorithm that guarantees the visibility of the observed target, while avoiding the use of any knowledge on the camera calibration parameters, nor on the observed object.
机译:当使用未校准的相机时,我们考虑为基于图像的手眼视觉伺服应用规划路径的问题。该领域的最新发展导致在投影空间中未知物体的两个视图之间的分析插值。文献还提供了解决目标可见性约束的这些方法的扩展。不幸的是,这些扩展需要一个(甚至是微弱的)经过校准的摄像机,并且涉及尚未被证明能够收敛的迭代算法。在本文中,我们提出了对现有投影插值算法的一种修改,该算法可保证观察目标的可见性,同时避免使用任何有关相机校准参数或观察对象的知识。

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