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On Multi-conditioned Conic Fitting in Geometric Algebra for Conics
Advances in Applied Clifford Algebras ( IF 1.5 ) Pub Date : 2023-05-13 , DOI: 10.1007/s00006-023-01277-9
Pavel Loučka , Petr Vašík

We introduce several modifications of conic fitting in Geometric algebra for conics by incorporating additional conditions into the optimisation problem. Each of these extra conditions ensure additional geometric properties of a fitted conic, in particular, centre point position at the origin of coordinate system, axial alignment with coordinate axes, or, eventually, combination of both. All derived algorithms are accompanied by a discussion of the underlying algebra and computational optimisation issues. Finally, we present examples of use on a sample dataset and offer possible applications of the algorithms.



中文翻译:

论圆锥曲线几何代数中的多条件圆锥拟合

我们通过将附加条件合并到优化问题中,对二次曲线的几何代数中的二次曲线拟合进行了几种修改。这些额外条件中的每一个都确保了拟合圆锥的额外几何特性,特别是坐标系原点的中心点位置、与坐标轴的轴向对齐,或者最终是两者的组合。所有派生算法都伴随着对基础代数和计算优化问题的讨论。最后,我们展示了在样本数据集上的使用示例,并提供了算法的可能应用。

更新日期:2023-05-14
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