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Relative Pose Estimation from Two Circles

机译:来自两个圆的相对姿势估计

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Motion estimation between two views especially from a minimal set of features is a central problem in computer vision. Although algorithms for computing the motion between two calibrated cameras using point features exist, there is up to now no solution for a scenario employing just circles in space. For this task a minimal and linear solver is presented using only two arbitrary circles. It is shown that the derived algorithm is not hampered by critical configurations. Here, the problem of relative pose estimation is cast into a combined reconstruction plus absolute orientation algorithm. Thus, even for small or vanishing translations the relative pose between cameras can be computed in a stable manner within a single algorithm.
机译:两个视图之间的运动估计,尤其是从最少的一组功能中进行运动估计,是计算机视觉中的中心问题。尽管存在使用点特征来计算两个已校准摄像机之间的运动的算法,但是对于仅在空间中使用圆的场景,到目前为止还没有解决方案。对于此任务,仅使用两个任意圆表示一个最小且线性的求解器。结果表明,导出的算法不受关键配置的影响。在这里,相对姿态估计的问题被转化为组合重建加绝对定向算法。因此,即使对于较小或消失的平移,也可以在单个算法内以稳定的方式计算摄像机之间的相对姿态。

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