Principal Warps: Thin-Plate Splines and the Decomposition of Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian modeling of uncertainty in low-level vision
International Journal of Computer Vision
A survey of image registration techniques
ACM Computing Surveys (CSUR)
Auxiliary variables and two-step iterative algorithms in computer vision problems
Journal of Mathematical Imaging and Vision
Extension of the ICP algorithm to nonrigid intensity-based registration of 3D volumes
Computer Vision and Image Understanding
Spline-Based Image Registration
International Journal of Computer Vision
Diffeomorphisms Groups and Pattern Matching in Image Analysis
International Journal of Computer Vision
Image Registration Using Wavelet-Based Motion Model
International Journal of Computer Vision
Group Actions, Homeomorphisms, and Matching: A General Framework
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
Tracking brain deformations in time sequences of 3D US images
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
Multisubject Non-rigid Registration of Brain MRI Using Intensity and Geometric Features
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Elastic Model Based Non-rigid Registration Incorporation Statistical Shape Information
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Multimodality Deformable Registration of Pre- and Intraoperative Images for MRI-guided Brain Surgery
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Non-rigid Registration of Breast MR Images Using Mutual Information
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Evaluation of Control Point Selection in Automatic, Mutual Information Driven, 3D Warping
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Understanding the "Demon's Algorithm": 3D Non-rigid Registration by Gradient Descent
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
Gray-Value Based Registration of CT and MR Images by Maximization of Local Correlation
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
Brain Atlas Deformation in the Presence of Large Space-occupying Tumors
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
Assessment of Intraoperative Brain Deformation Using Interventional MR Imaging
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '00 Proceedings of the Third International Conference on Medical Image Computing and Computer-Assisted Intervention
Registration of 3D Intraoperative MR Images of the Brain Using a Finite Element Biomechanical Model
MICCAI '00 Proceedings of the Third International Conference on Medical Image Computing and Computer-Assisted Intervention
Non-linear Cerebral Registration with Sulcal Constraints
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Fast Fluid Registration of Medical Images
VBC '96 Proceedings of the 4th International Conference on Visualization in Biomedical Computing
MMBIA '00 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis
Isotropic Energies, Filters and Splines for Vector Field Regularization
Journal of Mathematical Imaging and Vision
Deformable templates using large deformation kinematics
IEEE Transactions on Image Processing
Topology preserving deformable image matching using constrained hierarchical parametric models
IEEE Transactions on Image Processing
Nonlinear image recovery with half-quadratic regularization
IEEE Transactions on Image Processing
Nonrigid image registration: guest editors' introduction
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Isotropic Energies, Filters and Splines for Vector Field Regularization
Journal of Mathematical Imaging and Vision
Methods for Fine Registration of Cadastre Graphs to Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Fourier Domain Framework for Variational Image Registration
Journal of Mathematical Imaging and Vision
Spherical Demons: Fast Surface Registration
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Symmetric and transitive registration of image sequences
Journal of Biomedical Imaging
Identification of Growth Seeds in the Neonate Brain through Surfacic Helmholtz Decomposition
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Bayesian Registration via Local Image Regions: Information, Selection and Marginalization
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
A Non-rigid Registration Framework That Accommodates Resection and Retraction
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Image Registration under Varying Illumination: Hyper-Demons Algorithm
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Patient-specific biomechanical model of the brain: application to Parkinson's disease procedure
IS4TM'03 Proceedings of the 2003 international conference on Surgery simulation and soft tissue modeling
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
Bidirectional composition on Lie groups for gradient-based image alignment
IEEE Transactions on Image Processing
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
Log-domain diffeomorphic registration of diffusion tensor images
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
A robust hybrid method for nonrigid image registration
Pattern Recognition
International Journal of Computer Vision
New ratios for the detection and classification of CJD in multisequence MRI of the brain
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Spatially adaptive log-euclidean polyaffine registration based on sparse matches
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Statistical finite element model for bone shape and biomechanical properties
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Iconic feature registration with sparse wavelet coefficients
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Geometrical regularization of displacement fields with application to biological image registration
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Abdominal images non-rigid registration using local-affine diffeomorphic demons
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
Spectral demons --- image registration via global spectral correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
International Journal of Computer Vision
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In this paper, we first propose a new subdivision of the image information axis used for the classification of nonrigid registration algorithms. Namely, we introduce the notion of iconic feature based (IFB) algorithms, which lie between geometrical and standard intensity based algorithms for they use both an intensity similarity measure and a geometrical distance. Then we present a new registration energy for IFB registration that generalizes some of the existing techniques. We compare our algorithm with other registration approaches, and show the advantages of this energy. Besides, we also present a fast technique for the computation of local statistics between images, which turns out to be useful on pairs of images having a complex, nonstationary relationship between their intensities, as well as an hybrid regularization scheme mixing elastic and fluid components. The potential of the algorithm is finally demonstrated on a clinical application, namely deep brain stimulation of a Parkinsonian patient. Registration of pre- and immediate postoperative MR images allow to quantify the range of the deformation due to pneumocephalus over the entire brain, thus yielding to measurement of the deformation around the preoperatively computed stereotactic targets.