IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Algorithms for Low-Level Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Alignment by Maximization of Mutual Information
International Journal of Computer Vision
Diffeomorphisms Groups and Pattern Matching in Image Analysis
International Journal of Computer Vision
Reliable Estimation of Dense Optical Flow Fields with Large Displacements
International Journal of Computer Vision
Non-rigid Multimodal Image Registration Using Mutual 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
Multi-modal Volume Registration Using Joint Intensity Distributions
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
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
MMBIA '00 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis
A Variational Approach to Multi-Modal Image Matching
VLSM '01 Proceedings of the IEEE Workshop on Variational and Level Set Methods (VLSM'01)
Variational principles, surface evolution, PDEs, level set methods, and the stereo problem
IEEE Transactions on Image Processing
A Viscous Fluid Model for Multimodal Non-rigid Image Registration Using Mutual Information
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Dynamic Trees for Unsupervised Segmentation and Matching of Image Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Consistent multi-modal non-rigid registration based on a variational approach
Pattern Recognition Letters
A Coupled Minimization Problem for Medical Image Segmentation with Priors
International Journal of Computer Vision
Multifield-Graphs: An Approach to Visualizing Correlations in Multifield Scalar Data
IEEE Transactions on Visualization and Computer Graphics
Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score
International Journal of Computer Vision
Autonomous robot calibration using vision technology
Robotics and Computer-Integrated Manufacturing
Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy
International Journal of Computer Vision
Accuracy evaluation for region centroid-based registration of fluorescent CLSM imagery
EURASIP Journal on Applied Signal Processing
Variable Interactions in Query-Driven Visualization
IEEE Transactions on Visualization and Computer Graphics
A minimum description length objective function for groupwise non-rigid image registration
Image and Vision Computing
Nonlinear registration using variational principle for mutual information
Pattern Recognition
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
Image registration based on kernel-predictability
Computer Vision and Image Understanding
Adaptive Stochastic Gradient Descent Optimisation for Image Registration
International Journal of Computer Vision
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Symmetric inverse consistent nonlinear registration driven by mutual information
Computer Methods and Programs in Biomedicine
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
An unbiased implementation of regularization mechanisms
Image and Vision Computing
Symmetric deformable image registration via optimization of information theoretic measures
Image and Vision Computing
Incorporating DTI data as a constraint in deformation tensor morphometry between T1 MR Images
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Brain image registration using cortically constrained harmonic mappings
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Multivariate normalization with symmetric diffeomorphisms for multivariate studies
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
How do registration parameters affect quantitation of lung kinematics?
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Illumination-robust variational optical flow using cross-correlation
Computer Vision and Image Understanding
Cardiac segmentation in MR cine data using inverse consistent deformable registration
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Automatic non-linear mapping of pre-procedure ct volumes to 3D ultrasound
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
Spatial information encoded mutual information for nonrigid registration
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
Generalization of deformable registration in riemannian sobolev spaces
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Learning based non-rigid multi-modal image registration using Kullback-Leibler divergence
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Cardiac motion estimation from 3D echocardiography with spatiotemporal regularization
FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Non-local shape descriptor: a new similarity metric for deformable multi-modal registration
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Robust nonrigid multimodal image registration using local frequency maps
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
A GPU implementation of level set multiview stereo
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Geodesic image normalization and temporal parameterization in the space of diffeomorphisms
Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
Kernel-predictability: a new information measure and its application to image registration
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Geodesic image interpolation: parameterizing and interpolating spatiotemporal images
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
A unified image registration framework for ITK
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Closed-Form relaxation for MRF-MAP tissue classification using discrete laplace equations
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Local Mutual Information for Dissimilarity-Based Image Segmentation
Journal of Mathematical Imaging and Vision
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Matching images of different modalities can be achieved by the maximization of suitable statistical similarity measures within a given class of geometric transformations. Handling complex, nonrigid deformations in this context turns out to be particularly difficult and has attracted much attention in the last few years. The thrust of this paper is that many of the existing methods for nonrigid monomodal registration that use simple criteria for comparing the intensities (e.g. SSD) can be extended to the multimodal case where more complex intensity similarity measures are necessary. To this end, we perform a formal computation of the variational gradient of a hierarchy of statistical similarity measures, and use the results to generalize a recently proposed and very effective optical flow algorithm (L. Alvarez, J. Weickert, and J. Sánchez, 2000, Technical Report, and IJCV 39(1):41–56) to the case of multimodal image registration. Our method readily extends to the case of locally computed similarity measures, thus providing the flexibility to cope with spatial non-stationarities in the way the intensities in the two images are related. The well posedness of the resulting equations is proved in a complementary work (O.D. Faugeras and G. Hermosillo, 2001, Technical Report 4235, INRIA) using well established techniques in functional analysis. We briefly describe our numerical implementation of these equations and show results on real and synthetic data.