On Multi-conditioned Conic Fitting in Geometric Algebra for Conics

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作者
Pavel Loučka
Petr Vašík
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Advances in Applied Clifford Algebras | 2023年 / 33卷
关键词
Conic fit; Geometric algebra; Clifford algebra; Centre position; Axial alignment;
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摘要
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.
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