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Medical Computer Vision.Large Data in Medical Imaging
Third International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26,2013, Revised Selected Papers, Lecture Notes in Computer Science 8331 - Image Processing, Computer Vision, Pattern Recognition, and Graphics
ISBN/EAN: 9783319055299
Umbreit-Nr.: 6224475
Sprache:
Englisch
Umfang: xi, 229 S., 93 s/w Illustr., 229 p. 93 illus.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 10.04.2014
Auflage: 1/2014
- Zusatztext
- InhaltsangabeOverview of the 2013 Workshop on Medical Computer Vision.- Semi-supervised Learning of Nonrigid Deformations for Image Registration.- Local Regression Learning via Forest Classification For 2D/3D Deformable Registration.- Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images.- 2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image.- Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography.- Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas.- Integrated Spatio-Temporal Segmentation of Longitudinal Brain Tumor Imaging Studies.- Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images.- White Matter Supervoxel Segmentation by Axial DP-Means Clustering.- Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images.- Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D Echocardiography.- Automatic Aorta Detection in 3D Cardiac CT Images Using Bayesian Tracking Method.- Organ Localization Using Joint AP/LAT View Landmark Consensus Detection and Hierarchical Active Appearance Models.- Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography.- Multilevel Image Feature Learning for Computer-Aided Diagnosis on Large-Scale Evaluation.- Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis.- 2D-Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions.- Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization.- A Novel Shape Feature Descriptor for the Classification of Polyps in HD Colonoscopy.- Multi-Structure Atlas-Based Segmentation Using Anatomical Regions of Interest.- Using Probability Maps for Multi-organ Automatic Segmentation.
- Kurztext
- Includes supplementary material: sn.pub/extras