The nineteenth biennial International Conference on Information Processing in Medical Imaging (IPMI) was held July 11–15, 2005 in Glenwood Springs, CO, USA on the Spring Valley campus of the Colorado Mountain College. Following the successful meeting in beautiful Ambleside in England, this year’s conference addressed important recent developments in a broad range of topics related to the acquisition, analysis and application of biomedical images. Interest in IPMI has been steadily growing over the last decade. This is p- tially due to the increased number of researchers entering the ?eld of medical imagingasaresultoftheWhitakerFoundationandtherecentlyformedNational Institute of Biomedical Imaging and Bioengineering. This year, there were 245 full manuscripts submitted to the conference which was twice the number s- mitted in 2003 and almost four times the number of submissions in 2001. Of these papers, 27 were accepted as oral presentations, and 36 excellent subm- sions that could not be accommodated as oral presentations were presented as posters. Selection of the papers for presentation was a di?cult task as we were unable to accommodate many of the excellent papers submitted this year. All accepted manuscripts were allocated 12 pages in these proceedings.
Author(s): Carole J. Twining, Tim Cootes, Stephen Marsland, Vladimir Petrovic, Roy Schestowitz (auth.), Gary E. Christensen, Milan Sonka (eds.)
Series: Lecture Notes in Computer Science 3565 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 777
Tags: Image Processing and Computer Vision; Health Informatics; Imaging / Radiology; Artificial Intelligence (incl. Robotics); Computer Graphics; Pattern Recognition
Front Matter....Pages -
A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building....Pages 1-14
Hypothesis Testing with Nonlinear Shape Models....Pages 15-26
Extrapolation of Sparse Tensor Fields: Application to the Modeling of Brain Variability....Pages 27-38
Bayesian Population Modeling of Effective Connectivity.....Pages 39-51
Fiber Tracking in q-Ball Fields Using Regularized Particle Trajectories....Pages 52-63
Approximating Anatomical Brain Connectivity with Diffusion Tensor MRI Using Kernel-Based Diffusion Simulations....Pages 64-75
Maximum Entropy Spherical Deconvolution for Diffusion MRI....Pages 76-87
From Spatial Regularization to Anatomical Priors in fMRI Analysis....Pages 88-100
CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing....Pages 101-113
Robust Active Appearance Model Matching....Pages 114-125
Simultaneous Segmentation and Registration of Contrast-Enhanced Breast MRI....Pages 126-137
Multiscale Vessel Enhancing Diffusion in CT Angiography Noise Filtering....Pages 138-149
Information Fusion in Biomedical Image Analysis: Combination of Data vs. Combination of Interpretations....Pages 150-161
Parametric Medial Shape Representation in 3-D via the Poisson Partial Differential Equation with Non-linear Boundary Conditions....Pages 162-173
Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration....Pages 174-185
A Framework for Registration, Statistical Characterization and Classification of Cortically Constrained Functional Imaging Data....Pages 186-196
PET Image Reconstruction: A Robust State Space Approach....Pages 197-209
Multi-dimensional Mutual Information Based Robust Image Registration Using Maximum Distance-Gradient-Magnitude....Pages 210-221
Tissue Perfusion Diagnostic Classification Using a Spatio-temporal Analysis of Contrast Ultrasound Image Sequences....Pages 222-233
Topology Preserving Tissue Classification with Fast Marching and Topology Templates....Pages 234-245
Apparent Diffusion Coefficient Approximation and Diffusion Anisotropy Characterization in DWI....Pages 246-257
Linearization of Mammograms Using Parameters Derived from Noise Characteristics....Pages 258-269
Knowledge-Driven Automated Detection of Pleural Plaques and Thickening in High Resolution CT of the Lung....Pages 270-285
Fundamental Limits in 3D Landmark Localization....Pages 286-298
Computational Elastography from Standard Ultrasound Image Sequences by Global Trust Region Optimization....Pages 299-310
Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method....Pages 311-320
Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis....Pages 321-332
Brain Segmentation with Competitive Level Sets and Fuzzy Control....Pages 333-344
Coupled Shape Distribution-Based Segmentation of Multiple Objects....Pages 345-356
Partition-Based Extraction of Cerebral Arteries from CT Angiography with Emphasis on Adaptive Tracking....Pages 357-368
Regional Whole Body Fat Quantification in Mice....Pages 369-380
Surface Matching via Currents....Pages 381-392
A Genetic Algorithm for the Topology Correction of Cortical Surfaces....Pages 393-405
Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching....Pages 406-417
A Generalized Level Set Formulation of the Mumford-Shah Functional for Brain MR Image Segmentation....Pages 418-430
Integrable Pressure Gradients via Harmonics-Based Orthogonal Projection....Pages 431-442
Design of Robust Vascular Tree Matching: Validation on Liver....Pages 443-455
A Novel Parametric Method for Non-rigid Image Registration....Pages 456-467
Transitive Inverse-Consistent Manifold Registration....Pages 468-479
Cortical Surface Alignment Using Geometry Driven Multispectral Optical Flow....Pages 480-492
Inverse Consistent Mapping in 3D Deformable Image Registration: Its Construction and Statistical Properties....Pages 493-503
Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps....Pages 504-515
Imaging Tumor Microenvironment with Ultrasound....Pages 516-528
PDE-Based Three Dimensional Path Planning for Virtual Endoscopy....Pages 529-540
Elastic Shape Models for Interpolations of Curves in Image Sequences....Pages 541-552
Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images....Pages 553-565
3D Active Shape Models Using Gradient Descent Optimization of Description Length....Pages 566-577
Capturing Anatomical Shape Variability Using B-Spline Registration....Pages 578-590
A Riemannian Approach to Diffusion Tensor Images Segmentation....Pages 591-602
Coil Sensitivity Estimation for Optimal SNR Reconstruction and Intensity Inhomogeneity Correction in Phased Array MR Imaging....Pages 603-614
Many Heads Are Better Than One: Jointly Removing Bias from Multiple MRIs Using Nonparametric Maximum Likelihood....Pages 615-626
Unified Statistical Approach to Cortical Thickness Analysis....Pages 627-638
Z HARP: Three-Dimensional Motion Tracking from a Single Image Plane....Pages 639-651
Analysis of Event-Related fMRI Data Using Diffusion Maps....Pages 652-663
Automated Detection of Small-Size Pulmonary Nodules Based on Helical CT Images....Pages 664-676
Nonparametric Neighborhood Statistics for MRI Denoising....Pages 677-688
Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation....Pages 689-700
Multi-figure Anatomical Objects for Shape Statistics....Pages 701-712
The Role of Non-Overlap in Image Registration....Pages 713-724
Multimodality Image Registration Using an Extensible Information Metric and High Dimensional Histogramming....Pages 725-737
Spherical Navigator Registration Using Harmonic Analysis for Prospective Motion Correction....Pages 738-749
Tunneling Descent Level Set Segmentation of Ultrasound Images....Pages 750-761
Multi-object Segmentation Using Shape Particles....Pages 762-773
Back Matter....Pages -
