Lambda Twist: An Accurate Fast Robust Perspective Three Point (P3P) Solver

Lambda Twist: An Accurate Fast Robust Perspective Three Point (P3P) Solver
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Lambda Twist:准确、快速、鲁棒的透视三点 (P3P) 解算器

DOI:
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发表时间:
2018
期刊:
European Conference on Computer Vision
影响因子:
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通讯作者:
K. Nordberg
K. Nordberg
中科院分区:
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文献类型:
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作者:
M. Persson;K. Nordberg

文献摘要

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我们提出了Lambda Twist,一种新的P3P求解器,它是准确的,快速的和强大的。当前最先进的P3P求解器找到四次曲线的所有根,并在后处理步骤中丢弃几何无效和重复的解决方案。而不是解决一个四次,建议的P3P求解器利用基本的椭圆方程,可以解决一个快速和数值精确的对角化。这种对角化需要立方的单个真实的根,然后将其用于找到多达四个的P3P解。与直接四次求解器不同,我们的方法从不计算几何无效或重复的解决方案。
We present Lambda Twist; a novel P3P solver which is accurate, fast and robust. Current state-of-the-art P3P solvers find all roots to a quartic and discard geometrically invalid and duplicate solutions in a post-processing step. Instead of solving a quartic, the proposed P3P solver exploits the underlying elliptic equations which can be solved by a fast and numerically accurate diagonalization. This diagonalization requires a single real root of a cubic which is then used to find the, up to four, P3P solutions. Unlike the direct quartic solvers our method never computes geometrically invalid or duplicate solutions.