IPMI occupies an important position in the scienti?c calendar. Every two years, it brings together leading researchers in medical image formation, analysis and interpretation, for an international workshop that allows extensive, in-depth d- cussion of new ideas. Many of the most in?uential developments in the ?eld were ?rst presented at IPMI, and the series has done much to foster a rigorous sci- ti?c approach to information processing in medical imaging. IPMI 2003 was held over 5 days in July 2003 at St. Martin’s College, - bleside, in the heart of the English Lake District. Full papers were invited on any aspect of information processing in medical imaging, with particular - couragement for submissions exploring generic mathematical or computational principles. Recognizing the rapidly evolving nature of the ?eld, we encouraged a broadinterpretationofmedicalimaging:frommacroscopictomolecularimaging; from applications in patient care to those in biomedical research. We received 123 submissions by the deadline in February 2003. Each paper was reviewed by four members of the Scienti?c Committee, placing particular emphasis on originality, scienti?c rigor, and biomedical relevance. Papers were selected for the meeting by a Paper Selection Committee, based on reviewers’ rankings and theirdetailedcomments. Atotalof28paperswereacceptedasoralpresentations and 29 as posters. Unfortunately, the standard was so high that we had to turn down many excellent papers.
Author(s): Rasmus R. Paulsen, Klaus B. Hilger (auth.), Chris Taylor, J. Alison Noble (eds.)
Series: Lecture Notes in Computer Science 2732
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Language: English
Pages: 698
Tags: Image Processing and Computer Vision; Health Informatics; Imaging / Radiology; Artificial Intelligence (incl. Robotics); Computer Graphics; Pattern Recognition
Front Matter....Pages -
Shape Modelling Using Markov Random Field Restoration of Point Correspondences....Pages 1-12
Optimal Deformable Surface Models for 3D Medical Image Analysis....Pages 13-24
Learning Object Correspondences with the Observed Transport Shape Measure....Pages 25-37
Shape Discrimination in the Hippocampus Using an MDL Model....Pages 38-50
Minimum Description Length Shape and Appearance Models....Pages 51-62
Evaluation of 3D Correspondence Methods for Model Building....Pages 63-75
Localization of Anatomical Point Landmarks in 3D Medical Images by Fitting 3D Parametric Intensity Models....Pages 76-88
Morphology-Based Cortical Thickness Estimation....Pages 89-100
The Shape Operator for Differential Analysis of Images....Pages 101-113
Feature Selection for Shape-Based Classification of Biological Objects....Pages 114-125
Corresponding Articular Cartilage Thickness Measurements in the Knee Joint by Modelling the Underlying Bone (Commercial in Confidence)....Pages 126-135
Adapting Active Shape Models for 3D Segmentation of Tubular Structures in Medical Images....Pages 136-147
A Unified Variational Approach to Denoising and Bias Correction in MR....Pages 148-159
Object-Based Strategy for Morphometry of the Cerebral Cortex....Pages 160-171
Genus Zero Surface Conformal Mapping and Its Application to Brain Surface Mapping....Pages 172-184
Coupled Multi-shape Model and Mutual Information for Medical Image Segmentation....Pages 185-197
Neighbor-Constrained Segmentation with 3D Deformable Models....Pages 198-209
Expectation Maximization Strategies for Multi-atlas Multi-label Segmentation....Pages 210-221
Quantitative Analysis of Intrathoracic Airway Trees: Methods and Validation....Pages 222-233
Multi-view Active Appearance Models: Application to X-Ray LV Angiography and Cardiac MRI....Pages 234-245
Tunnelling Descent: A New Algorithm for Active Contour Segmentation of Ultrasound Images....Pages 246-257
Improving Appearance Model Matching Using Local Image Structure....Pages 258-269
Knowledge-Driven Automated Extraction of the Human Cerebral Ventricular System from MR Images....Pages 270-281
Volumetric Texture Description and Discriminant Feature Selection for MRI....Pages 282-293
CAD Tool for Burn Diagnosis....Pages 294-305
An Inverse Method for the Recovery of Tissue Parameters from Colour Images....Pages 306-317
Ideal Observer Model for Detection of Blood Perfusion and Flow Using Ultrasound....Pages 318-329
Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies....Pages 330-341
Ideal-Observer Performance under Signal and Background Uncertainty....Pages 342-353
Theoretical Evaluation of the Detectability of Random Lesions in Bayesian Emission Reconstruction....Pages 354-365
A Unified Statistical and Information Theoretic Framework for Multi-modal Image Registration....Pages 366-377
Information Theoretic Similarity Measures in Non-rigid Registration....Pages 378-387
A New & Robust Information Theoretic Measure and Its Application to Image Alignment....Pages 388-400
Gray Scale Registration of Mammograms Using a Model of Image Acquisition....Pages 401-412
Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images....Pages 413-425
Topology Preservation and Regularity in Estimated Deformation Fields....Pages 426-437
Large Deformation Inverse Consistent Elastic Image Registration....Pages 438-449
Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis....Pages 450-462
Non-rigid Image Registration Using a Statistical Spline Deformation Model....Pages 463-474
A View-Based Approach to Registration: Theory and Application to Vascular Image Registration....Pages 475-486
Meshfree Representation and Computation: Applications to Cardiac Motion Analysis....Pages 487-498
Bayesian Multimodality Non-rigid Image Registration via Conditional Density Estimation....Pages 499-511
Spatiotemporal Localization of Significant Activation in MEG Using Permutation Tests....Pages 512-523
Symmetric BEM Formulation for the M/EEG Forward Problem....Pages 524-535
Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem....Pages 536-547
Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging....Pages 548-559
Meshfree Representation and Computation: Applications to Cardiac Motion Analysis....Pages 560-572
Visualization of Myocardial Motion Using MICSR Trinary Checkerboard Display....Pages 573-585
Velocity Estimation in Ultrasound Images: A Block Matching Approach....Pages 586-598
Construction of a Statistical Model for Cardiac Motion Analysis Using Nonrigid Image Registration....Pages 599-610
Fast Tracking of Cardiac Motion Using 3D-HARP....Pages 611-622
Analysis of Event-Related fMRI Data Using Best Clustering Bases....Pages 623-634
Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework....Pages 635-646
Nonlinear Estimation and Modeling of fMRI Data Using Spatio-temporal Support Vector Regression....Pages 647-659
A Constrained Variational Principle for Direct Estimation and Smoothing of the Diffusion Tensor Field from DWI....Pages 660-671
Persistent Angular Structure: New Insights from Diffusion MRI Data. Dummy Version....Pages 672-683
Probabilistic Monte Carlo Based Mapping of Cerebral Connections Utilising Whole-Brain Crossing Fibre Information....Pages 684-695
Back Matter....Pages -
