基于平面的摄像机标定:通用算法,奇异点,应用

P. Sturm, S. Maybank
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引用次数: 665

摘要

提出了一种通用的基于平面的标定算法,该算法可以处理任意数量的视图和标定平面。该算法可以同时标定具有可变内参数的摄像机的不同视点,并且易于合并已知的内参数值。对于一些最小的情况,我们描述了所有的奇点,命名了不能估计的参数。实验结果表明,该方法在表现奇异性的同时,在非奇异条件下也表现出良好的性能。讨论了基于平面的三维几何推理的几种应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On plane-based camera calibration: A general algorithm, singularities, applications
We present a general algorithm for plane-based calibration that can deal with arbitrary numbers of views and calibration planes. The algorithm can simultaneously calibrate different views from a camera with variable intrinsic parameters and it is easy to incorporate known values of intrinsic parameters. For some minimal cases, we describe all singularities, naming the parameters that can not be estimated. Experimental results of our method are shown that exhibit the singularities while revealing good performance in non-singular conditions. Several applications of plane-based 3D geometry inference are discussed as well.
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