Sliced optimal transport on the sphere

M Quellmalz, R Beinert, G Steidl - Inverse Problems, 2023 - iopscience.iop.org
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 …

Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI

W Consagra, L Ning, Y Rathi - Medical Image Analysis, 2024 - Elsevier
Inferring brain connectivity and structure in-vivo requires accurate estimation of the
orientation distribution function (ODF), which encodes key local tissue properties. However …

Stereographic spherical sliced wasserstein distances

H Tran, Y Bai, A Kothapalli, A Shahbazi, X Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Comparing spherical probability distributions is of great interest in various fields, including
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 …

A frame decomposition of the Funk-Radon transform

M Quellmalz, L Weissinger, S Hubmer… - … Conference on Scale …, 2023 - Springer
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 …

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 …

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 …

Inversion formulas for the attenuated conical Radon transform: Plane and cylinder case

S Moon, M Haltmeier - Applied Mathematics and Computation, 2025 - Elsevier
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 …

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 …

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 …