A Matrix-Free Approach to Parallel and Memory-Efficient Deformable Image Registration

DOI10.1137/17M1125522zbMath1392.92047arXiv1804.10541OpenAlexW2962889862MaRDI QIDQ4568099

Lars König, Alexander Derksen, Jan Lellmann, Jan Rühaak

Publication date: 15 June 2018

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1804.10541

zbMATH Keywords

parallel algorithmscomputational efficiencydeformable image registration

Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Biomedical imaging and signal processing (92C55) Parallel numerical computation (65Y05)

Related Items

Hessian initialization strategies for \(\ell \)-BFGS solving non-linear inverse problems, CLAIRE: A Distributed-Memory Solver for Constrained Large Deformation Diffeomorphic Image Registration

Uses Software

• CUDA
• FAIR.m

Cites Work

• Curvature based image registration
• Image Registration for Remote Sensing
• An Octree Method for Parametric Image Registration
• A fast full multigrid solver for applications in image processing
• Adaptive Mesh Refinement for Nonparametric Image Registration
• FAIR
• Numerical Optimization
• A Semi-Lagrangian Two-Level Preconditioned Newton--Krylov Solver for Constrained Diffeomorphic Image Registration
• A Hyperelastic Regularization Energy for Image Registration
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