Unlabelled landmark matching via Bayesian data selection, and application to cell matching across imaging modalities

• Published in: arXiv.org
• Main Authors: syth, Jessica E, Al-Anbaki, Ali H, Plusa, Berenika, Cotter, Simon L
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 31.05.2022
• Subjects: Bayesian analysis; Clouds; Data science; Developmental biology; Fluorescent indicators; Imaging; Matching

We consider the problem of landmark matching between two unlabelled point sets, in particular where the number of points in each cloud may differ, and where points in each cloud may not have a corresponding match. We invoke a Bayesian framework to identify the transformation of coordinates that maps...