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Sliced optimal transport on the sphere
Sliced optimal transport reduces optimal transport on multi-dimensional domains to transport
on the line. More precisely, sliced optimal transport is the concatenation of the well-known …
on the line. More precisely, sliced optimal transport is the concatenation of the well-known …
Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI
Inferring brain connectivity and structure in-vivo requires accurate estimation of the
orientation distribution function (ODF), which encodes key local tissue properties. However …
orientation distribution function (ODF), which encodes key local tissue properties. However …
Stereographic spherical sliced wasserstein distances
Comparing spherical probability distributions is of great interest in various fields, including
geology, medical domains, computer vision, and deep representation learning. The utility of …
geology, medical domains, computer vision, and deep representation learning. The utility of …
Leveraging optimal transport via projections on subspaces for machine learning applications
C Bonet - arxiv preprint arxiv:2311.13883, 2023 - arxiv.org
Optimal Transport has received much attention in Machine Learning as it allows to compare
probability distributions by exploiting the geometry of the underlying space. However, in its …
probability distributions by exploiting the geometry of the underlying space. However, in its …
A frame decomposition of the Funk-Radon transform
Abstract The Funk-Radon transform assigns to a function defined on the unit sphere its
integrals along all great circles of the sphere. In this paper, we consider a frame …
integrals along all great circles of the sphere. In this paper, we consider a frame …
Reconstruction of functions on the sphere from their integrals over hyperplane sections
B Rubin - Analysis and Mathematical Physics, 2019 - Springer
We obtain new inversion formulas for the Funk type transforms of two kinds associated to
spherical sections by hyperplanes passing through a common point A which lies inside the n …
spherical sections by hyperplanes passing through a common point A which lies inside the n …
On the spherical slice transform
B Rubin - Analysis and Applications, 2022 - World Scientific
We study the spherical slice transform 𝔖 which assigns to a function f on the unit sphere Sn
in ℝ n+ 1 the integrals of f over cross-sections of Sn by k-dimensional affine planes passing …
in ℝ n+ 1 the integrals of f over cross-sections of Sn by k-dimensional affine planes passing …
Inversion formulas for the attenuated conical Radon transform: Plane and cylinder case
Since the invention of Compton camera imaging, the conical Radon transform, which maps
a given function defined on 3-dimensional Euclidean space to its surface integrals over …
a given function defined on 3-dimensional Euclidean space to its surface integrals over …
Approximation properties of the double Fourier sphere method
S Mildenberger, M Quellmalz - Journal of Fourier Analysis and …, 2022 - Springer
We investigate analytic properties of the double Fourier sphere (DFS) method, which
transforms a function defined on the two-dimensional sphere to a function defined on the two …
transforms a function defined on the two-dimensional sphere to a function defined on the two …
Non-geodesic spherical Funk transforms with one and two centers
M Agranovsky, B Rubin - … Algebras, Toeplitz Operators and Related Topics, 2020 - Springer
We study non-geodesic Funk-type transforms on the unit sphere 𝕊 n in ℝ n+ 1 associated
with cross-sections of 𝕊 n by k-dimensional planes passing through an arbitrary fixed point …
with cross-sections of 𝕊 n by k-dimensional planes passing through an arbitrary fixed point …