Generalization to Novel Views: Universal, Class-based, andModel-based Processing
International Journal of Computer Vision
Alignment Using Distributions of Local Geometric Properties
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Detection and Localization by Dynamic Template Warping
International Journal of Computer Vision
Bayesian Object Localisation in Images
International Journal of Computer Vision
Aligning Non-Overlapping Sequences
International Journal of Computer Vision - Marr Prize Special Issue
Automatic crude patch registration: toward automatic 3D model building
Computer Vision and Image Understanding - Registration and fusion of range images
Matching Distance Functions: A Shape-to-Area Variational Approach for Global-to-Local Registration
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Registration Assisted Image Smoothing and Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Statistical Foreground Modelling for Object Localisation
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
A Fast Mutual Information Method for Multi-modal Registration
IPMI '99 Proceedings of the 16th International Conference on Information Processing in Medical Imaging
Incorporating an Image Distortion Model in Non-rigid Alignment of EPI with Conventional MRI
IPMI '99 Proceedings of the 16th International Conference on Information Processing in Medical Imaging
Robust Multimodal Image Registration Using Local Frequency Representations
IPMI '01 Proceedings of the 17th International Conference on Information Processing in Medical Imaging
A New Distance Measure for Non-rigid Image Matching
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Non-linear Local Registration of Functional Data
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
A Binary Entropy Measure to Assess Nonrigid Registration Algorithms
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Segmentation of Dynamic N-D Data Sets via Graph Cuts Using Markov Models
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Integrated Image Registration for Cardiac MR Perfusion Data
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
3D-Visualization and Registration for Neurovascular Compression Syndrome Analysis
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
Non-rigid Registration with Use of Hardware-Based 3D Bézier Functions
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
A Linear Image-Pair Model and the Associated Hypothesis Test for Matching
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Structural Constraints for Pose Clustering
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Unsupervised Learning of Biologically Plausible Object Recognition Strategies
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Coarse Registration of Surface Patches with Local Symmetries
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Inter Subject Registration of Functional and Anatomical Data Using SPM
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Object Detection and Localization by Dynamic Template Warping
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Anomaly Detection through Registration
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Novel elastic registration for 2-D medical and gel protein images
APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Incorporating Connected Region Labelling into Automatic Image Registration Using Mutual Information
MMBIA '96 Proceedings of the 1996 Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA '96)
Multi-Modality Image Registration Maximization of Mutual Information
MMBIA '96 Proceedings of the 1996 Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA '96)
Extension of the ICP Algorithm to Non-Rigid Intensity-Based Registration of 3D Volumes
MMBIA '96 Proceedings of the 1996 Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA '96)
Non-rigid registration using distance functions
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Point similarity measures for non-rigid registration of multi-modal data
Computer Vision and Image Understanding
A similarity measure based on causal neighbours and mutual information
Design and application of hybrid intelligent systems
A fast and robust image registration method based on an early consensus paradigm
Pattern Recognition Letters
A template free approach to volumetric spatial normalization of brain anatomy
Pattern Recognition Letters
Image matching using alpha-entropy measures and entropic graphs
Signal Processing - Special section on content-based image and video retrieval
Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic HDRI generation of dynamic environments
SIGGRAPH '05 ACM SIGGRAPH 2005 Sketches
From error probability to information theoretic (multi-modal) signal processing
Signal Processing - Special issue: Information theoretic signal processing
Information Theoretic Deformable Registration Using Local Image Information
International Journal of Computer Vision
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images
Computer Methods and Programs in Biomedicine
Nonrigid registration of brain MRI using NURBS
Pattern Recognition Letters
Image Registration of Sectioned Brains
International Journal of Computer Vision
Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy
International Journal of Computer Vision
EURASIP Journal on Applied Signal Processing
Accuracy evaluation for region centroid-based registration of fluorescent CLSM imagery
EURASIP Journal on Applied Signal Processing
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
Monomodal image registration using mutual information based methods
Image and Vision Computing
Mutual Information for Lucas-Kanade Tracking (MILK): An Inverse Compositional Formulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 2008 ACM symposium on Applied computing
Nonlinear registration using variational principle for mutual information
Pattern Recognition
Anytime similarity measures for faster alignment
Computer Vision and Image Understanding
A Support Vector Method for Estimating Joint Density of Medical Images
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
A New Unsupervised Approach to Face Recognition
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 efficient spatial domain technique for subpixel image registration
Image Communication
Image registration based on kernel-predictability
Computer Vision and Image Understanding
Adaptive Stochastic Gradient Descent Optimisation for Image Registration
International Journal of Computer Vision
A Variational Approach for Volume-to-Slice Registration
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
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
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Multimodality Image Registration by Particle Swarm Optimization of Mutual Information
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Image Registration Guided by Particle Filter
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
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
Generalizing Inverse Compositional and ESM Image Alignment
International Journal of Computer Vision
Learning Gaussian mixture models with entropy-based criteria
IEEE Transactions on Neural Networks
Towards patient-specific anatomical model generation for finite element-based surgical simulation
IS4TM'03 Proceedings of the 2003 international conference on Surgery simulation and soft tissue modeling
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
A fast B-spline pseudo-inversion algorithm for consistent image registration
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
A novel information theory method for filter feature selection
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Exploiting local structure for tracking plant cells in noisy images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Audio-visual group recognition using diffusion maps
IEEE Transactions on Signal Processing
Computer Methods and Programs in Biomedicine
Serial nonrigid vascular registration using weighted normalized mutual information
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
Novel stochastic framework for accurate segmentation of prostate in dynamic contrast enhanced MRI
MICCAI'10 Proceedings of the 2010 international conference on Prostate cancer imaging: computer-aided diagnosis, prognosis, and intervention
Reconstruction-based 3D/2D image registration
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
MRI tissue classification with neighborhood statistics: a nonparametric, entropy-minimizing approach
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
2D and 3D shape based segmentation using deformable models
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Journal of Network and Computer Applications
A probabilistic framework for complex wavelet based image registration
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Accurate Automated Detection of Autism Related Corpus Callosum Abnormalities
Journal of Medical Systems
A multi-sensor image registration method based on harris corner matching
VSMM'06 Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical Systems
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
Elastic image registration using attractive and repulsive particle swarm optimization
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Robust nonrigid multimodal image registration using local frequency maps
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Nonparametric neighborhood statistics for MRI denoising
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Color image segmentation through unsupervised gaussian mixture models
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
2D/3D registration for measurement of implant alignment after total hip replacement
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
A unified framework for segmentation-assisted image registration
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
A neighborhood incorporated method in image registration
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
Rotation registration of medical images based on image symmetry
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Mutual information-based methods to improve local region-of-interest image registration
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Active shape models and segmentation of the left ventricle in echocardiography
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
A new coarse-to-fine framework for 3d brain MR image registration
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Registration of 3d angiographic and x-ray images using sequential monte carlo sampling
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Unsupervised texture segmentation with nonparametric neighborhood statistics
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Robust decentralized multi-model adaptive template tracking
Pattern Recognition
Multi-modal image registration using polynomial expansion and mutual information
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Temporally-dependent image similarity measure for longitudinal analysis
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
A novel framework for metric-based image registration
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
A framework to visualize and interact with multimodal medical images
VG'01 Proceedings of the 2001 Eurographics conference on Volume Graphics
Concurrent volume visualization of real-time fMRI
VG'10 Proceedings of the 8th IEEE/EG international conference on Volume Graphics
Evaluation of image segmentation quality by adaptive ground truth composition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Information-theoretic selection of high-dimensional spectral features for structural recognition
Computer Vision and Image Understanding
Using mutual information for appearance-based visual path following
Robotics and Autonomous Systems
MIRF: A Multimodal Image Registration and Fusion Module Based on DT-CWT
Journal of Signal Processing Systems
Computers and Electrical Engineering
A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data
Pattern Recognition Letters
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A new information-theoretic approach is presented for finding the pose of an object in an image. The technique does not require information about the surface properties of the object, besides its shape, and is robust with respect to variations of illumination. In our derivation, few assumptions are made about the nature of the imaging process. As a result, the algorithms are quite general and can foreseeably be used in a wide variety of imaging situations. Experiments are presented that demonstrate the approach in registering magnetic resonance images, aligning a complex 3D object model to real scenes including clutter and occlusion, tracking a human head in a video sequence and aligning a view-based 2D object model to real images. The method is based on a formulation of the mutual information between the model and the image. As applied in this paper, the technique is intensity-based, rather than feature-based. It works well in domains where edge or gradient-magnitude based methods have difficulty, yet it is more robust then traditional correlation. Additionally, it has an efficient implementation that is based on stochastic approximation.