Increasing stability for optical tomography
Ru-Yu Lai

TL;DR
This paper investigates how increasing frequency in diffuse optical tomography reduces the problem's ill-posedness, potentially improving stability and reconstruction quality.
Contribution
It demonstrates that increasing frequency decreases the ill-posedness of the DOT inverse problem, offering a new approach to enhance stability.
Findings
Ill-posedness decreases with higher frequency.
Increased frequency improves stability in optical tomography.
Potential for better image reconstruction at higher frequencies.
Abstract
We study the phenomenon of increasing stability in the diffuse optical tomography (DOT). It is well-known that the DOT inverse problem is exponentially ill-posed. In this paper, we show that the ill-posedness decreases when we increase the frequency.
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
TopicsElectrical and Bioimpedance Tomography · Numerical methods in inverse problems · Photoacoustic and Ultrasonic Imaging
