Generalized Mosaicing: High Dynamic Range in a Wide Field of View
International Journal of Computer Vision
Registration Assisted Image Smoothing and Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Efficient multi-modal image registration using local-frequency maps
Machine Vision and Applications - Special issue: IEEE WACV
A similarity measure based on causal neighbours and mutual information
Design and application of hybrid intelligent systems
A Coupled Minimization Problem for Medical Image Segmentation with Priors
International Journal of Computer Vision
Fast kernel entropy estimation and optimization
Signal Processing - Special issue: Information theoretic signal processing
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images
Computer Methods and Programs in Biomedicine
Mutual information based registration of multimodal stereo videos for person tracking
Computer Vision and Image Understanding
Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy
International Journal of Computer Vision
Mutual Information for Lucas-Kanade Tracking (MILK): An Inverse Compositional Formulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mutual Information-Based 3D Object Tracking
International Journal of Computer Vision
Nonlinear registration using variational principle for mutual information
Pattern Recognition
Anytime similarity measures for faster alignment
Computer Vision and Image Understanding
Computers in Biology and Medicine
Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Adaptive Grid Generation Based Non-rigid Image Registration using Mutual Information for Breast MRI
Journal of Signal Processing Systems
Non-Iterative Hierarchical Registration for Medical Images
Journal of Signal Processing Systems
Adaptive Stochastic Gradient Descent Optimisation for Image Registration
International Journal of Computer Vision
Parzen-Window Based Normalized Mutual Information for Medical Image Registration
IEICE - Transactions on Information and Systems
The mixtures of Student's t-distributions as a robust framework for rigid registration
Image and Vision Computing
Unifying Encoding of Spatial Information in Mutual Information for Nonrigid Registration
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Fast image alignment using anytime algorithms
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Content-based image database system for epilepsy
Computer Methods and Programs in Biomedicine
Spatio-temporal image registration for respiratory motion correction in pet imaging
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
The role of intensity standardization in medical image registration
Pattern Recognition Letters
Generalizing Inverse Compositional and ESM Image Alignment
International Journal of Computer Vision
A new derivative-free algorithm for the medical image registration problem
International Journal of Modelling and Simulation
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
Nonrigid image registration using conditional mutual information
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
International Journal of Computer Vision
Fast free-form deformation using graphics processing units
Computer Methods and Programs in Biomedicine
Multi-modal image registration using fuzzy kernel regression
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Optimal detection and tracking of feature points using mutual information
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Bootstrap resampling for image registration uncertainty estimation without ground truth
IEEE Transactions on Image Processing
Early diagnosis of dementia based on intersubject whole-brain dissimilarities
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
IEEE Transactions on Signal Processing
Construction of neuroanatomical shape complex atlas from 3D brain MRI
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Rigid registration of renal perfusion images using a neurobiology-based visual saliency model
Journal on Image and Video Processing
Multiresolution image registration based on tree data structures
Graphical Models
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
A mutual information based face clustering algorithm for movie content analysis
Image and Vision Computing
MBIA'11 Proceedings of the First international conference on Multimodal brain image analysis
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
A unifying framework for mutual information methods for use in non-linear optimisation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Medical image alignment by normal vector information
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
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
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
Journal of Biomedical Imaging
Anatomical feature-guided mutual information registration of multimodal prostate MRI
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Restoration of X-ray fluorescence images of hidden paintings
Signal Processing
Correction, stitching and blur estimation of micro-graphs obtained at high speed
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Using mutual information for appearance-based visual path following
Robotics and Autonomous Systems
Evaluating similarity measures for brain image registration
Journal of Visual Communication and Image Representation
Hi-index | 0.02 |
We propose a new method for the intermodal registration of images using a criterion known as mutual information. Our main contribution is an optimizer that we specifically designed for this criterion. We show that this new optimizer is well adapted to a multiresolution approach because it typically converges in fewer criterion evaluations than other optimizers. We have built a multiresolution image pyramid, along with an interpolation process, an optimizer, and the criterion itself, around the unifying concept of spline-processing. This ensures coherence in the way we model data and yields good performance. We have tested our approach in a variety of experimental conditions and report excellent results. We claim an accuracy of about a hundredth of a pixel under ideal conditions. We are also robust since the accuracy is still about a tenth of a pixel under very noisy conditions. In addition, a blind evaluation of our results compares very favorably to the work of several other researchers.