82 citations · 503 across the 19 of their papers we have counts for
4 papers · 1 filter
Automatic classification of deformable shapes
Hossein Dabirian, Radmir Sultamuratov, James Herring +4
Let be a dataset of smooth 3D-surfaces, partitioned into disjoint classes , . We show how optimized diffeomorphic registration applied…
CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications
Naveen Himthani, Malte Brunn, Jae-Youn Kim +3
We study the performance of CLAIRE -- a diffeomorphic multi-node, multi-GPU image-registration algorithm, and software -- in large-scale biomedical imaging applications with billio…
Stochastic Neural Networks for Automatic Cell Tracking in Microscopy Image Sequences of Bacterial Colonies
Sorena Sarmadi, James J. Winkle, Razan N. Alnahhas +4
Our work targets automated analysis to quantify the growth dynamics of a population of bacilliform bacteria. We propose an innovative approach to frame-sequence tracking of deforma…
A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration
Andreas Mang, Lars Ruthotto
We present an efficient solver for diffeomorphic image registration problems in the framework of Large Deformations Diffeomorphic Metric Mappings (LDDMM). We use an optimal control…