43 citations · 45 across the 3 of their papers we have counts for
3 papers
stat.ML2026
Domain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific Data
Osamu Hirose, Emanuele Rodola
Nonrigid registration is conventionally divided into point set registration, which aligns sparse geometries, and image registration, which aligns continuous intensity fields on reg…
cs.AI2017★ 2 cited
Dependent landmark drift: robust point set registration with a Gaussian mixture model and a statistical shape model
Osamu Hirose
The goal of point set registration is to find point-by-point correspondences between point sets, each of which characterizes the shape of an object. Because local preservation of o…
cs.CV2015★ 43 cited
SPF-CellTracker: Tracking multiple cells with strongly-correlated moves using a spatial particle filter
Osamu Hirose, Shotaro Kawaguchi, Terumasa Tokunaga +6
Tracking many cells in time-lapse 3D image sequences is an important challenging task of bioimage informatics. Motivated by a study of brain-wide 4D imaging of neural activity in C…