Information Processing in Medical Imaging : 19th International Conference, IPMI 2005, Glenwood Springs, CO, USA, July 10-15, 2005, Proceedings / edited by Gary E. Christensen, Milan Sonka.

Format:

Book

Contributor:

Christensen, Gary E., editor.

Sonka, Milan, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 3565.

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 3565

Language:

English

Subjects (All):

Optical data processing.

Signal processing.

Image processing.

Speech processing systems.

Medical informatics.

Radiology.

Artificial intelligence.

Computer graphics.

Image Processing and Computer Vision.

Signal, Image and Speech Processing.

Health Informatics.

Imaging / Radiology.

Artificial Intelligence.

Computer Graphics.

Local Subjects:

Image Processing and Computer Vision.

Signal, Image and Speech Processing.

Health Informatics.

Imaging / Radiology.

Artificial Intelligence.

Computer Graphics.

Physical Description:

1 online resource (XXI, 777 pages).

Edition:

First edition 2005.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.

System Details:

text file PDF

Summary:

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.

Contents:

Shape and Population Modeling

A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building

Hypothesis Testing with Nonlinear Shape Models

Extrapolation of Sparse Tensor Fields: Application to the Modeling of Brain Variability

Bayesian Population Modeling of Effective Connectivity.

Diffusion Tensor Imaging and Functional Magnetic Resonance

Fiber Tracking in q-Ball Fields Using Regularized Particle Trajectories

Approximating Anatomical Brain Connectivity with Diffusion Tensor MRI Using Kernel-Based Diffusion Simulations

Maximum Entropy Spherical Deconvolution for Diffusion MRI

From Spatial Regularization to Anatomical Priors in fMRI Analysis

Segmentation and Filtering

CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing

Robust Active Appearance Model Matching

Simultaneous Segmentation and Registration of Contrast-Enhanced Breast MRI

Multiscale Vessel Enhancing Diffusion in CT Angiography Noise Filtering

Poster Session 1

Information Fusion in Biomedical Image Analysis: Combination of Data vs. Combination of Interpretations

Parametric Medial Shape Representation in 3-D via the Poisson Partial Differential Equation with Non-linear Boundary Conditions

Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration

A Framework for Registration, Statistical Characterization and Classification of Cortically Constrained Functional Imaging Data

PET Image Reconstruction: A Robust State Space Approach

Multi-dimensional Mutual Information Based Robust Image Registration Using Maximum Distance-Gradient-Magnitude

Tissue Perfusion Diagnostic Classification Using a Spatio-temporal Analysis of Contrast Ultrasound Image Sequences

Topology Preserving Tissue Classification with Fast Marching and Topology Templates

Apparent Diffusion Coefficient Approximation and Diffusion Anisotropy Characterization in DWI

Linearization of Mammograms Using Parameters Derived from Noise Characteristics

Knowledge-Driven Automated Detection of Pleural Plaques and Thickening in High Resolution CT of the Lung

Fundamental Limits in 3D Landmark Localization

Computational Elastography from Standard Ultrasound Image Sequences by Global Trust Region Optimization

Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method

Automatic Prediction of Myocardial Contractility Improvement in Stress MRI Using Shape Morphometrics with Independent Component Analysis

Brain Segmentation with Competitive Level Sets and Fuzzy Control

Coupled Shape Distribution-Based Segmentation of Multiple Objects

Partition-Based Extraction of Cerebral Arteries from CT Angiography with Emphasis on Adaptive Tracking

Regional Whole Body Fat Quantification in Mice

Surface Matching via Currents

A Genetic Algorithm for the Topology Correction of Cortical Surfaces

Simultaneous Segmentation of Multiple Closed Surfaces Using Optimal Graph Searching

A Generalized Level Set Formulation of the Mumford-Shah Functional for Brain MR Image Segmentation

Integrable Pressure Gradients via Harmonics-Based Orthogonal Projection

Design of Robust Vascular Tree Matching: Validation on Liver

A Novel Parametric Method for Non-rigid Image Registration

Transitive Inverse-Consistent Manifold Registration

Cortical Surface Alignment Using Geometry Driven Multispectral Optical Flow

Inverse Consistent Mapping in 3D Deformable Image Registration: Its Construction and Statistical Properties

Poster Session 2

Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps

Imaging Tumor Microenvironment with Ultrasound

PDE-Based Three Dimensional Path Planning for Virtual Endoscopy

Elastic Shape Models for Interpolations of Curves in Image Sequences

Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images

3D Active Shape Models Using Gradient Descent Optimization of Description Length

Capturing Anatomical Shape Variability Using B-Spline Registration

A Riemannian Approach to Diffusion Tensor Images Segmentation

Coil Sensitivity Estimation for Optimal SNR Reconstruction and Intensity Inhomogeneity Correction in Phased Array MR Imaging

Many Heads Are Better Than One: Jointly Removing Bias from Multiple MRIs Using Nonparametric Maximum Likelihood

Unified Statistical Approach to Cortical Thickness Analysis

ZHARP: Three-Dimensional Motion Tracking from a Single Image Plane

Analysis of Event-Related fMRI Data Using Diffusion Maps

Automated Detection of Small-Size Pulmonary Nodules Based on Helical CT Images

Nonparametric Neighborhood Statistics for MRI Denoising

Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation

Multi-figure Anatomical Objects for Shape Statistics

The Role of Non-Overlap in Image Registration

Multimodality Image Registration Using an Extensible Information Metric and High Dimensional Histogramming

Spherical Navigator Registration Using Harmonic Analysis for Prospective Motion Correction

Tunneling Descent Level Set Segmentation of Ultrasound Images

Multi-object Segmentation Using Shape Particles.

Other Format:

Printed edition:

ISBN:

978-3-540-31676-3

9783540316763

Access Restriction:

Restricted for use by site license.