Computer Vision for Biomedical Image Applications: First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005. Proceedings

Front Matter....Pages -
Computational Anatomy and Computational Physiology for Medical Image Analysis....Pages 1-2
Analyzing Anatomical Structures: Leveraging Multiple Sources of Knowledge....Pages 3-12
Advances on Medical Imaging and Computing....Pages 13-23
Tracking of Migrating and Proliferating Cells in Phase-Contrast Microscopy Imagery for Tissue Engineering....Pages 24-24
Cardiology Meets Image Analysis: Just an Application or Can Image Analysis Usefully Impact Cardiology Practice?....Pages 25-30
Computer Vision Algorithms for Retinal Image Analysis: Current Results and Future Directions....Pages 31-50
3D Statistical Shape Models to Embed Spatial Relationship Information....Pages 51-60
A Generalized Level Set Formulation of the Mumford-Shah Functional with Shape Prior for Medical Image Segmentation....Pages 61-71
A Hybrid Eulerian-Lagrangian Approach for Thickness, Correspondence, and Gridding of Annular Tissues....Pages 72-81
A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints....Pages 82-92
A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images....Pages 93-102
A Local Adaptive Algorithm for Microaneurysms Detection in Digital Fundus Images....Pages 103-113
A New Coarse-to-Fine Framework for 3D Brain MR Image Registration....Pages 114-124
A New Vision Approach for Local Spectrum Features in Cervical Images via 2D Method of Geometric Restriction in Frequency Domain....Pages 125-134
Active Contours Under Topology Control Genus Preserving Level Sets....Pages 135-145
A Novel Multifaceted Virtual Craniofacial Surgery Scheme Using Computer Vision....Pages 146-159
A Novel Unsupervised Segmentation Method for MR Brain Images Based on Fuzzy Methods....Pages 160-169
A Pattern Classification Approach to Aorta Calcium Scoring in Radiographs....Pages 170-177
A Topologically Faithful, Tissue-Guided, Spatially Varying Meshing Strategy for Computing Patient-Specific Head Models for Endoscopic Pituitary Surgery Simulation....Pages 178-188
Applying Prior Knowledge in the Segmentation of 3D Complex Anatomic Structures....Pages 189-199
Automatic Extraction of Femur Contours from Hip X-Ray Images....Pages 200-209
Automatic Landmarking of 2 D Medical Shapes Using the Growing Neural Gas Network....Pages 210-219
Biomedical Image Classification with Random Subwindows and Decision Trees....Pages 220-229
Combining Binary Classifiers for Automatic Cartilage Segmentation in Knee MRI....Pages 230-239
Computer-Aided Diagnosis (CAD) for Cervical Cancer Screening and Diagnosis: A New System Design in Medical Image Processing....Pages 240-250
Constrained Surface Evolutions for Prostate and Bladder Segmentation in CT Images....Pages 251-260
Curvilinear Structure Based Mammographic Registration....Pages 261-270
Deformable Registration for Generating Dissection Image of an Intestine from Annular Image Sequence....Pages 271-280
Distance-Intensity for Image Registration....Pages 281-290
Efficient Population Registration of 3D Data....Pages 291-301
Efficient Symbolic Signatures for Classifying Craniosynostosis Skull Deformities....Pages 302-313
Elastic Interaction Models for Active Contours and Surfaces....Pages 314-323
Estimating Diameters of Pulmonary Nodules with Competition-Diffusion and Robust Ellipsoid Fit....Pages 324-334
Fast 3D Brain Segmentation Using Dual-Front Active Contours with Optional User-Interaction....Pages 335-345
Improved Motion Correction of fMRI Time-Series Corrupted with Major Head Movement Using Extended Motion-Corrected Independent Component Analysis....Pages 346-355
Local or Global Minima: Flexible Dual-Front Active Contours....Pages 356-366
Locally Switching Between Cost Functions in Iterative Non-rigid Registration....Pages 367-377
Multi-modal Image Registration by Quantitative-Qualitative Measure of Mutual Information (Q-MI)....Pages 378-387
Multi-scale Vessel Boundary Detection....Pages 388-398
Non-rigid Registration for Colorectal Cancer MR Images....Pages 399-408
Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images....Pages 409-418
Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation....Pages 419-426
Registration of 3D Angiographic and X-Ray Images Using Sequential Monte Carlo Sampling....Pages 427-436
Registration of PET and MR Hand Volumes Using Bayesian Networks....Pages 437-448
Segmentation and Volume Representation Based on Spheres for Non-rigid Registration....Pages 449-458
Segmentation of 3D CT Volume Images Using a Single 2D Atlas....Pages 459-468
Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines....Pages 469-478
Segmenting Cardiopulmonary Images Using Manifold Learning with Level Sets....Pages 479-488
Shape Based Segmentation of Anatomical Structures in Magnetic Resonance Images....Pages 489-498
Simultaneous Segmentation and Motion Recovery in 3D Cardiac Image Analysis....Pages 499-507
Spatial and Temporal Analysis for Optical Imaging Data Using CWT and tICA....Pages 508-516
Stereo Matching and 3-D Reconstruction for Optic Disk Images....Pages 517-525
Total Variation Based Iterative Image Reconstruction....Pages 526-534
Voronoi-Based Segmentation of Cells on Image Manifolds....Pages 535-543
Parcellating the Intra-splenium Based on the Traced Fiber from Tractography....Pages 544-550
Motion Compensation and Plane Tracking for Kinematic MR-Imaging....Pages 551-560
Back Matter....Pages -