Complete Singularity Analysis for the Perspective-Four-Point Problem
نویسندگان
چکیده
This paper is concerned with pose estimation and visual servoing from four points. We determine the configurations for which corresponding Jacobian matrix becomes singular, leading to inaccurate unstable results. Using an adequate representation algebraic geometry, it shown that, any orientation between camera object, there are always two six singular locations of in generic case where points not coplanar, intersection cylinders. The particular coplanar also characterized. Furthermore, some realistic example considered substantiate theory demonstrate failure cases image-based when approaches a singularity.
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ژورنال
عنوان ژورنال: International Journal of Computer Vision
سال: 2021
ISSN: ['0920-5691', '1573-1405']
DOI: https://doi.org/10.1007/s11263-020-01420-0