Variational Methods for Multimodal Image Matching
International Journal of Computer Vision
Iconic feature based nonrigid registration: the PASHA algorithm
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms
International Journal of Computer Vision
A Geometric Theory of Symmetric Registration
CVPRW '06 Proceedings of the 2006 Conference on Computer Vision and Pattern Recognition Workshop
A hamiltonian particle method for diffeomorphic image registration
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Insight into efficient image registration techniques and the demons algorithm
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Non-parametric diffeomorphic image registration with the demons algorithm
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Contributions to 3D diffeomorphic atlas estimation: application to brain images
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
A log-euclidean framework for statistics on diffeomorphisms
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Supervised Nonparametric Image Parcellation
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Asymmetric Image-Template Registration
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Log-domain diffeomorphic registration of diffusion tensor images
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
MICCAI'10 Proceedings of the 2010 international conference on Prostate cancer imaging: computer-aided diagnosis, prognosis, and intervention
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
International Journal of Computer Vision
Statistical analysis of the human cardiac fiber architecture from DT-MRI
FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
Schild's Ladder for the parallel transport of deformations in time series of images
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Motion correction and parameter estimation in dceMRI sequences: application to colorectal cancer
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Geometry-aware multiscale image registration via OBBTree-based polyaffine log-demons
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Joint T1 and brain fiber diffeomorphic registration using the demons
MBIA'11 Proceedings of the First international conference on Multimodal brain image analysis
An incompressible log-domain demons algorithm for tracking heart tissue
STACOM'11 Proceedings of the Second international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Variability of the human cardiac laminar structure
STACOM'11 Proceedings of the Second international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Statistical atlas of human cardiac fibers: comparison with abnormal hearts
STACOM'11 Proceedings of the Second international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Image and Vision Computing
Inverse-consistent symmetric free form deformation
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Spectral demons --- image registration via global spectral correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Regional flux analysis of longitudinal atrophy in alzheimer's disease
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Joint t1 and brain fiber log-demons registration using currents to model geometry
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Registration using sparse free-form deformations
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
An implicit inter-subject shape driven image deformation model for prostate motion estimation
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
Groupwise spectral log-demons framework for atlas construction
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Evaluation of ilogdemons algorithm for cardiac motion tracking in synthetic ultrasound sequence
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
A near-incompressible poly-affine motion model for cardiac function analysis
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
A GPU approach for accelerating 3D deformable registration (DARTEL) on brain biomedical images
Proceedings of the 20th European MPI Users' Group Meeting
Speckle tracking in interpolated echocardiography to estimate heart motion
FIMH'13 Proceedings of the 7th international conference on Functional Imaging and Modeling of the Heart
Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration
International Journal of Computer Vision
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
International Journal of Computer Vision
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Modern morphometric studies use non-linear image registration to compare anatomies and perform group analysis. Recently, log-Euclidean approaches have contributed to promote the use of such computational anatomy tools by permitting simple computations of statistics on a rather large class of invertible spatial transformations. In this work, we propose a non-linear registration algorithm perfectly fit for log-Euclidean statistics on diffeomorphisms. Our algorithm works completely in the log-domain, i.e. it uses a stationary velocity field. This implies that we guarantee the invertibility of the deformation and have access to the true inverse transformation. This also means that our output can be directly used for log-Euclidean statistics without relying on the heavy computation of the log of the spatial transformation. As it is often desirable, our algorithm is symmetric with respect to the order of the input images. Furthermore, we use an alternate optimization approach related to Thirion's demons algorithm to provide a fast non-linear registration algorithm. First results show that our algorithm outperforms both the demons algorithm and the recently proposed diffeomorphic demons algorithm in terms of accuracy of the transformation while remaining computationally efficient.