线性N/spl /4点位姿测定

Long Quan, Zhong-Dan Lan
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引用次数: 19

摘要

从已知的参考点和图像点的对应关系中确定相机的位置和方向,在计算机视觉中称为位姿估计问题,在摄影测量中称为空间切除问题。众所周知,使用3个对应的点最多有4个解。对于4分和5分的情况,人们似乎知之甚少。在本文中,我们描述了线性解,它总是给出不位于关键构型上的参考点的4点和5点位姿确定的唯一解。同样的线性方法也可以推广到任意n/spl /5点。在仿真图像和真实图像上验证了该方法的鲁棒性和准确性。
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Linear N/spl ges/4-point pose determination
The determination of the position and the orientation of the camera from the known correspondences of the reference points and the image points is known as the problem of pose estimation in computer vision or space resection in photogrammetry. It is well known that using 3 corresponding points has at most 4 solutions. Less appears to be known about the cases of 4 and 5 points. In this paper, we describe linear solutions that always give the unique solution to 4-point and 5-point pose determination for the reference points not lying on the critical configurations. The same linear method can also be extended to any n/spl ges/5 points. The robustness and accuracy of the method are experimented both on simulated and real images.
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