Multisensor Image Registration via Implicit Similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Registration of 3D Points Using Geometric Algebra and Tensor Voting
International Journal of Computer Vision
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
Nonlinear registration using variational principle for mutual information
Pattern Recognition
Computer Vision and Image Understanding
Research of CT / MRI Tumor Image Registration Based on Least Square Support Vector Machines
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
An experimental evaluation of non-rigid registration techniques on Quickbird satellite imagery
International Journal of Remote Sensing
Adaptive Grid Generation Based Non-rigid Image Registration using Mutual Information for Breast MRI
Journal of Signal Processing Systems
Fast phase-based registration of multimodal image data
Signal Processing
Variational B-spline level-set: a linear filtering approach for fast deformable model evolution
IEEE Transactions on Image Processing
International Journal of Computer Vision
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
CT image construction of the lung in a totally deflated mode
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
A new consistent image registration formulation with a B-spline deformation model
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Efficient GPU-accelerated elastic image registration
BioMED '08 Proceedings of the Sixth IASTED International Conference on Biomedical Engineering
Accuracy of GPU-based B-spline evaluation
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
A deformable grid approach for Bayesian image registration
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Digital homeomorphisms in deformable registration
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Proceedings of the 29th DAGM conference on Pattern recognition
Mesh Topological Optimization for Improving Piecewise-Linear Image Registration
Journal of Mathematical Imaging and Vision
Drift-correcting template update strategy for precision feature point tracking
Image and Vision Computing
Registration of 2D Points Using Geometric Algebra and Tensor Voting
Journal of Mathematical Imaging and Vision
Accelerating 3D nonrigid registration using the cell broadband engine processor
IBM Journal of Research and Development
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
WBIR'10 Proceedings of the 4th international conference on Biomedical image registration
A Parallel GPU algorithm for mutual information based 3D nonrigid image registration
Euro-Par'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part II
Movement invariants-based algorithm for medical image tilt correction
International Journal of Automation and Computing
Video coding using fast geometry-adaptive partitioning and an elastic motion model
Journal of Visual Communication and Image Representation
SIAM Journal on Imaging Sciences
Intensity-Based volumetric registration of contrast-enhanced MR breast images
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Capturing anatomical shape variability using b-spline registration
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
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
Diffeomorphic registration using b-splines
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
A constrained ant colony algorithm for image registration
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Image registration accuracy estimation without ground truth using bootstrap
CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
A comparison of acceleration techniques for nonrigid medical image registration
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Elastic registration algorithm of medical images based on fuzzy set
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Automatic colposcopy video tissue classification using higher order entropy-based image registration
Computers in Biology and Medicine
Hierarchical vs. simultaneous multiresolution strategies for nonrigid image registration
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Spatial confidence regions for quantifying and visualizing registration uncertainty
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
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
A landmark-based primal-dual approach for discontinuity preserving registration
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Improving intensity-based lung CT registration accuracy utilizing vascular information
Journal of Biomedical Imaging - Special issue on Lung Imaging Data Analysis
FIMH'13 Proceedings of the 7th international conference on Functional Imaging and Modeling of the Heart
FIMH'13 Proceedings of the 7th international conference on Functional Imaging and Modeling of the Heart
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
International Journal of Computer Vision
International Journal of Computational Vision and Robotics
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We present an algorithm for fast elastic multidimensional intensity-based image registration with a parametric model of the deformation. It is fully automatic in its default mode of operation. In the case of hard real-world problems, it is capable of accepting expert hints in the form of soft landmark constraints. Much fewer landmarks are needed and the results are far superior compared to pure landmark registration. Particular attention has been paid to the factors influencing the speed of this algorithm. The B-spline deformation model is shown to be computationally more efficient than other alternatives. The algorithm has been successfully used for several two-dimensional (2-D) and three-dimensional (3-D) registration tasks in the medical domain, involving MRI, SPECT, CT, and ultrasound image modalities. We also present experiments in a controlled environment, permitting an exact evaluation of the registration accuracy. Test deformations are generated automatically using a random hierarchical fractional wavelet-based generator.