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Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki, 2007, Volume 47, Number 6, Pages 1015–1028
(Mi zvmmf4598)
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This article is cited in 7 scientific papers (total in 7 papers)
Calculation of the orientation distribution function from a set of individual orientations on $\mathrm{SO}(3)$
T. I. Savyolova, M. V. Sypchenko Moscow Engineering Physics Institute (State University), Kashirskoe sh. 31, Moscow, 115409, Russia
Abstract:
Kernel and projection methods for recovering the density function on the rotation group $\mathrm{SO}(3)$ are considered. Numerical examples are presented in which the density function is estimated depending on the sample size, a smoothing parameter (in the case of kernel methods), the approximation kernel, and the error in the input data. A set of orientations is specified by normally distributed rotations on $\mathrm{SO}(3)$ derived by the Monte Carlo method.
Key words:
projection methods for density function recovery, rotation group, calculation of a distribution function, Monte Carlo method.
Received: 18.12.2006
Citation:
T. I. Savyolova, M. V. Sypchenko, “Calculation of the orientation distribution function from a set of individual orientations on $\mathrm{SO}(3)$”, Zh. Vychisl. Mat. Mat. Fiz., 47:6 (2007), 1015–1028; Comput. Math. Math. Phys., 47:6 (2007), 970–982
Linking options:
https://www.mathnet.ru/eng/zvmmf4598 https://www.mathnet.ru/eng/zvmmf/v47/i6/p1015
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Abstract page: | 415 | Full-text PDF : | 292 | References: | 42 | First page: | 5 |
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