Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging

Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers

ISBN: 978-3-642-36619-2 (Print) 978-3-642-36620-8 (Online)

Table of contents (28 chapters)

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  1. Front Matter

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  2. Registration

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      Pages 1-10

      Real-Time 2D/3D Deformable Registration Using Metric Learning

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      Pages 11-19

      Groupwise Spectral Log-Demons Framework for Atlas Construction

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      Pages 20-28

      Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint

  3. Segmentation

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      Pages 29-37

      Semi-supervised Segmentation Using Multiple Segmentation Hypotheses from a Single Atlas

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      Pages 38-47

      Carotid Artery Wall Segmentation by Coupled Surface Graph Cuts

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      Pages 48-58

      Graph Cut Segmentation Using a Constrained Statistical Model with Non-linear and Sparse Shape Optimization

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      Pages 59-69

      Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests

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      Pages 70-81

      Novel Vector-Valued Approach to Automatic Brain Tissue Classification

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      Pages 82-92

      Atlas-Based Whole-Body PET-CT Segmentation Using a Passive Contour Distance

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      Pages 93-103

      Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Framework

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      Pages 104-113

      Efficient Geometrical Potential Force Computation for Deformable Model Segmentation

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      Pages 114-123

      Shape Prior Model for Media-Adventitia Border Segmentation in IVUS Using Graph Cut

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      Pages 124-132

      Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves

  4. Detection, Localization, Tracking

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      Pages 133-141

      Fast Anatomical Structure Localization Using Top-Down Image Patch Regression

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      Pages 142-154

      Oblique Random Forests for 3-D Vessel Detection Using Steerable Filters and Orthogonal Subspace Filtering

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      Pages 155-164

      Pipeline for Tracking Neural Progenitor Cells

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      Pages 165-180

      Automatic Heart Isolation in 3D CT Images

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      Pages 181-193

      Randomness and Sparsity Induced Codebook Learning with Application to Cancer Image Classification

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      Pages 194-205

      Context Enhanced Graphical Model for Object Localization in Medical Images

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      Pages 206-214

      A Cascade Learning Method for Liver Lesion Detection in CT Images

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