Ray Transforms and Vector Fields
Nicholas Hoell

TL;DR
This paper reviews and extends a technique for reconstructing smooth functions from their averages over various curves using complex-analytic methods, providing conditions and stability estimates for different vector fields.
Contribution
It introduces new conditions and extends the complexification approach to more general vector fields for function recovery from curve averages.
Findings
Extended the technique to more general vector fields.
Provided stability estimates for the reconstruction method.
Clarified conditions for the validity of previous formulae.
Abstract
We review and extend a technique for recovering a smooth function from its averages over a wide class of curves in a general region of Euclidean space. The method is based on complexification of the underlying vector fields defining the transport and recasting the problem in terms of complex-analytic function theory. Conditions on the validity of prior formulae appearing in a previous paper as well as stability estimates are then discussed first for the case of vector fields with polynomial coefficients and later for more general cases.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Numerical Analysis Techniques · Point processes and geometric inequalities · Numerical methods in inverse problems
