Deformable groupwise image registration using low-rank and sparse decomposition

DOI10.1007/s10851-021-01059-7OpenAlexW3000739919MaRDI QIDQ2127285

Roland Haase, Stefan Heldmann, Jan Lellmann

Publication date: 20 April 2022

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2001.03509

zbMATH Keywords

motion correctiongroupwise image registrationlow-rank/sparse decompositionRPCA

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Uses Software

• Elastix
• FAIR.m
• RASL

Cites Work

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• Curvature based image registration
• A first-order primal-dual algorithm for convex problems with applications to imaging
• A variational approach to video registration with subspace constraints
• Robust principal component analysis?
• Dynamic mode decomposition of numerical and experimental data
• Rank-Sparsity Incoherence for Matrix Decomposition
• An image registration framework for sliding motion with piecewise smooth deformations
• FAIR
• Biomedical Image Registration
• Total Generalized Variation

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