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Method for estimating rotation axis and mass center of spatial target based on binocular optical flows

机译:基于双目光流的空间目标旋转轴和质心估计方法

摘要

A method for estimating a rotation axis and a mass center of a spatial target based on binocular optical flows. The method includes: extracting feature points from binocular image sequences sequentially and respectively, and calculating binocular optical flows formed thereby; removing areas ineffective for reconstructing a three-dimensional movement trajectory from the binocular optical flows of the feature points, whereby obtaining effective area-constrained binocular optical flows, and reconstructing a three-dimensional movement trajectory of a spatial target; and removing areas with comparatively large errors in reconstructing three-dimensional motion vectors from the optical flows by multiple iterations, estimating a rotation axis according to a three-dimensional motion vector sequence of each of the feature points obtained thereby, obtaining a spatial equation of an estimated rotation axis by weighted average of estimated results of the feature points, and obtaining spatial coordinates of a mass center of the target according to two estimated rotation axes.
机译:一种基于双目光流估计空间目标的旋转轴和质心的方法。该方法包括:依次从双目图像序列中分别提取特征点,并计算由此形成的双目光流;从特征点的双目光流中去除对重构三维运动轨迹无效的区域,从而获得有效的区域约束双目光流,并重构空间目标的三维运动轨迹;通过多次迭代从光流中重建三维运动矢量,并根据得到的每个特征点的三维运动矢量序列估计旋转轴,从而得到误差较大的区域;通过特征点的估计结果的加权平均得到估计的旋转轴,并根据两个估计的旋转轴获得目标质心的空间坐标。

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