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Least square ellipsoid fitting using iterative orthogonal transformations

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arxiv 1704.04877 v3 pith:2ZY33JJR submitted 2017-04-17 cs.CV

classification cs.CV
keywords datamethodellipsoidellipsoidsfittingaccuratelyalgorithmanalysis
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We describe a generalised method for ellipsoid fitting against a minimum set of data points. The proposed method is numerically stable and applies to a wide range of ellipsoidal shapes, including highly elongated and arbitrarily oriented ellipsoids. This new method also provides for the retrieval of rotational angle and length of semi-axes of the fitted ellipsoids accurately. We demonstrate the efficacy of this algorithm on simulated data sets and also indicate its potential use in gravitational wave data analysis.

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  1. On cylindrical regression in three-dimensional Euclidean space

    cs.CG 2019-08 conditional novelty 3.0 of 10

    The authors reproduce, in coordinate-free form, an almost analytic solution for cylindrical regression under a biquadratic error measure.

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