Biomedical Image Registration
5th International Workshop, WBIR 2012, Nashville, TN, USA, July 7-8, 2012, Proceedings
Published on 24. June 2012
XII, 308 pages
978-3-642-31340-0 (ISBN)
Description
This book constitutes the refereed proceedings of the 5th International Workshop on Biomedical Image Registration, WBIR 2012, held in Nashville, Tennessee, USA, in July 2012.
The 20 full papers and 11 poster papers included in this volume were carefully reviewed and selected from 44 submitted papers. They full papers are organized in the following topical sections: multiple image sets; brain; non-rigid anatomy; and frameworks and similarity measures.
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Benoit Dawant | Gary E. Christensen | J. Michael Fitzpatrick
Biomedical Image Registration
5th International Workshop, WBIR 2012, Nashville, TN, USA, July 7-8, 2012, Proceedings
Book
06/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Multiple Image Sets
- Robust Global Registration through Geodesic Paths on an Empirical Manifold with Knee MRI from the Osteoarthritis Initiative (OAI)
- Introduction
- Related Work
- Method
- Overview
- Dataset
- Geodesic Registration Framework
- Results
- Parameter Selection
- Visualisation
- Validation
- Conclusions
- Future Work and Improvements
- References
- Simple Geodesic Regression for Image Time-Series
- Introduction
- Linear Regression (w/ fixed base-point) Reformulated
- Simple Geodesic Regression
- Experiments
- Discussion and Conclusions
- References
- Automatic Detection of the Magnitude and Spatial Location of Error in Non-rigid Registration
- Introduction
- AQUIRC
- Image Information and Registration Method
- Experiments
- Experiment 1
- Experiment 2
- Experiment 3
- Results
- Discussion and Future Work
- References
- Diffeomorphic Directly Manipulated Free-Form Deformation Image Registration via Vector Field Flows
- Introduction
- Methods: Formulae and Implementation
- B-Spline Velocity Field Transform
- Directly Manipulated Free-Form Deformation Optimization of the B-Spline Velocity Field
- Implementation
- LPBA40 Evaluation
- Discussion and Conclusions
- References
- Poster Session
- Multi-modal Image Registration Using Polynomial Expansion and Mutual Information
- Introduction
- Background
- Polynomial Expansion
- Image Registration Using Polynomial Expansion
- Mutual Information
- Polynomial Expansion and Mutual Information
- Algorithm Overview
- Channel Coding and Probability Distribution Estimation
- Conditional Entropy
- Results
- Discussion
- References
- Bayesian Characterization of Uncertainty in Multi-modal Image Registration
- Introduction
- Motivation
- Contribution
- Related Work
- Method
- Multi-modal Registration Model
- Estimating the Link Process Posterior
- Results
- Synthetic Data
- Clinical Data
- Conclusion
- References
- Hierarchical vs. Simultaneous Multiresolution Strategis for Nonrigid Image Registration
- Introduction
- Method
- Multiresolution Strategies for Image Data
- Multiresolution Strategies for the Transformation
- Combinations of Multiresolution Strategies
- Implementation Details
- Experiments and Results
- Experimental Data and Settings
- Comparison of Different Multiresolution Strategies
- Conclusions and Future Work
- References
- 3D-2D Registration Based on Mesh-Derived Image Bisection
- Introduction
- Methods
- Data Pre-processing
- Bisection Using Mesh to Mask Projection
- Similarity Measure Driven by Image Bisection
- Finding the Registered Position Using an Optimizer
- Results
- Experiment Description
- Experiment Results
- Discussion and Conclusion
- References
- Inverse-Consistent SymmetricFree Form Deformation
- Introduction
- Method
- Classical Free-Form Deformation Approach
- Symmetric Transformation Model
- Objective Function
- Optimisation
- Implementation
- Evaluation
- Segmentation Propagation
- Atrophy Measurement
- Conclusion
- References
- Fully Automatic Surface-Based Pre- to Intra-operative CT Registration for Cochlear Implant
- Introduction
- Methods
- Data
- Overview
- Level Set Segmentation of the Cortex
- Cortical Surface Registration
- Results
- Conclusions
- References
- Temporally-Dependent Image Similarity Measure for Longitudinal Analysis
- Introduction
- Modeling Appearance Change
- Transformation Model
- Spatial Regularization
- Model Parameter Estimation
- Experimental Results
- White Matter Intensity Distributions from Real Data
- Experiment 1: Synthetic Data
- Experiment 2: Simulated Brain Data
- Conclusions
- References
- Constant Flow Sampling: A Method to Automatically Select the Regularization Parameter in Image Registration
- Introduction
- State of the Art
- Defining the Test Cost Function
- Minimizing the Test Cost Function
- CFS -- Constant Flow Sampling
- General Points and Algorithm
- Sampling at a Constant Flow Magnitude
- Finding an Upper Bound
- Discussion
- Experimental Results
- Implementation
- Human Uterus
- Pig Intestines
- Conclusion
- References
- Spatial Confidence Regions for Quantifying and Visualizing Registration Uncertainty
- Introduction
- Method
- Experiments
- Discussion and Conclusion
- References
- Registration of Free-Hand Ultrasound and MRI of Carotid Arteries through Combination of Point-Based and Intensity-Based Algorithms
- Introduction
- Method
- Lumen Centerline Estimation
- Registration Procedure
- Experiments and Results
- Conclusion and Discussion
- References
- IVUS-Histology Image Registration
- Introduction
- Data Collection and Histology Preparation Methodologies
- Non-rigid Registration Framework through MRF Discrete Multi-labeling
- Results and Quantification
- Discussion and Conclusion
- References
- Brain
- Optimization over Random and Gradient Probabilistic Pixel Sampling for Fast, Robust Multi-resolution Image Registration
- Introduction
- Problem Statement
- Proposed Algorithm
- Experiments with the RIRE Vanderbilt Dataset
- Dataset Description
- Experimental Setup
- Results
- Conclusions and Discussion
- References
- Quad-tree Based Entropy Estimator for Fast and Robust Brain Image Registration
- Introduction
- Image Registration Methodology
- Entropy Estimation Using Entropic Graphs
- Plug-in Entropy Estimator Using Hilbert Kernel Density
- Quad-tree Based Entropy Estimator
- Gradient Descent Optimization
- Image Registration Experiments
- Results
- Discussion
- References
- 3D Tensor Normalization for Improved Accuracy in DTI Tensor Registration Methods
- Introduction
- Method
- Experiments
- Results and Discussions
- Conclusions
- References
- A Method for Automated Cortical Surface Registration and Labeling
- Introduction
- Materials and Methods
- Cortical Surface Registration
- Geodesic Curvature Flow on Surfaces
- Results
- Conclusion
- References
- Non-rigid Anatomy I
- Registration of Dynamic Contrast Enhanced MRI with Local Rigidity Constraint
- Introduction
- Locally Rigid Registration Scheme
- Locally Rigid Image Registration
- Hyperelastic Regularization
- Numerical Implementation
- Test Data
- Results
- Discussion and Outlook
- References
- Diffeomorphic Cardiac Motion Estimation with Anisotropic Regularization along Myofiber Orientation
- Introduction
- Method
- Diffeomorphic Motion Estimation
- Fiber Orientation and Diffusion Tensor Image
- Anisotropic Regularization
- Optimization
- Dataset and Experiment
- Results
- Conclusion
- References
- Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration
- Introduction
- Evaluation Protocol
- Dataset for Evaluation
- Registration Methods to Be Evaluated
- Evaluation Criteria
- Results and Observations
- Deformation Accuracy Indicated by Jaccard Overlap
- Deformation Aggressiveness
- Correlation between Accuracy and Aggressiveness Surrogates
- Discussion
- References
- Fast Explicit Diffusion for Registration with Direction-Dependent Regularization
- Introduction
- Methods
- Registration with Directional-Dependent Regularization
- Explicit Solution Schemes and Numerical Stability
- Fast Explicit Diffusion
- Results
- Discussion and Conclusion
- References
- Non-rigid Anatomy II
- Early DCE-MRI Changes after Longitudinal Registration May Predict Breast Cancer Response to Neoadjuvant Chemotherapy
- Introduction
- Patients and Methods
- MRI Data Acquisition
- Data Registration
- Data Analysis
- Results
- Conclusions
- References
- SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging
- Introduction
- Method
- Volume and Surface Registration with Boundary Location Uncertainty
- Surface Registration
- Surface Uncertainty Model
- Experiment and Result
- Phantom Experiment
- Prostate Cancer Case Study
- Discussion and Conclusion
- References
- Tracking by Detection for Interactive Image Augmentation in Laparoscopy
- Introduction
- Related Work
- Proposed Method
- Experiments
- Conclusion
- References
- On Combining Algorithms for Deformable Image Registration
- Introduction
- Materials
- Image Data
- Registration Algorithms
- Local Registration Quality Assessment
- Methods
- RED Partitioning
- Voting
- Combining
- UnfoldReg
- Experiments
- Training and Application of RED
- Configuration and Application of DIR Algorithms
- Evaluation and Results
- Conclusion
- References
- Frameworks and Similarity Measures
- A Unified Image Registration Framework for ITK
- Introduction
- Nomenclature
- Overview of the Unified Framework
- Optimization Framework
- Parameter Scale Estimation
- Diffeomorphic Mapping with Arbitrary Metrics
- Evaluation
- Discussion and Future Work
- References
- A Novel Framework for Metric-Based Image Registration
- Introduction
- Proposed Framework
- Implementation
- GradientMethod for Optimization Over G
- Basis on T?id (G)
- Experimental Results
- Synthetic Data
- Image Registration
- Image Classification
- Discussion
- References
- Non-rigid Image Registration Using Gaussian Mixture Models
- Introduction
- Methods and Results
- Estimation of Parameters of Gaussian Mixture Model
- Relation to Mutual Information
- Results
- Discussion
- References
- Registration for Correlative Microscopy Using Image Analogies
- Introduction
- Image Analogies
- Sparse Representation Model
- Image Analogies with Sparse Representation Model
- Sparse Coding
- Dictionary Learning
- Numerical Solution
- Results
- Data
- Registration of SEM/Confocal Images (with Fiducials)
- Registration of TEM/Confocal Images (without Fiducials)
- Conclusion
- References
- Author Index
