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P3P问题的解与本质二次曲线对交点之间的关系

Relationship between P3P Solutions and the Intersecting Points of Intrinsic Quadratic Pair

  • 摘要: P3P问题是一种重要的基于单幅图像的视觉定位方法,其多解性研究一直是重要的研究方向.针对P3P问题解个数的判定问题,提出一种基于本质二次曲线交点的解个数的判定方法.P3P问题的解与由其基本约束方程导出的2条本质二次曲线在第一象限内的交点存在一一对应关系,通过判断这2条二次曲线在第一象限内交点的个数,可以直观地判定P3P问题的解的个数.最后就共边解、共点解、二重解等特殊解对应的本质二次曲线交点的几何分布性质进行了讨论.

     

    Abstract: The P3P problem is an important single-view based pose-estimation method, and its multi-solution phenomenon has been a focus of investigation since its very inception. A new approach is proposed to determine the number of P3P solutions based on the intersecting points of the intrinsic quadratic pair, which is derived from the 3 original constraint equations in the P3P problem. Our results show that solutions of the P3P problem have a one-to-one relationship with the intersecting points of the intrinsic quadratic pair in the first quadrant. Hence by locating the intersecting points, the solutions of the P3P problem can be uniquely determined. In addition, we also analyze the corresponding geometric configurations of the intersecting points for some special P3P solutions, such as the side-sharing pair of solutions, the point-sharing pair of solutions, and the double solution.

     

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