Computer Vision Approaches to Medical Image Analysis Second International ECCV Workshop, CVAMIA 2006 Graz, Austria, May 12, 2006 Revised Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Beichel, Reinhard R. (Επιμελητής έκδοσης), Sonka, Milan (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Lecture Notes in Computer Science, 4241
• Θέματα: Computer science.; Health informatics.; Artificial intelligence.; Computer graphics.; Image processing.; Pattern recognition.; Bioinformatics.; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Computer Graphics.; Health Informatics.

Medical imaging and medical image analysis are developing rapidly. While m- ical imaging has already become a standard of modern medical care, medical image analysis is still mostly performed visually and qualitatively. The ev- increasing volume of acquired data makes it impossible to utilize them i...

Πίνακας περιεχομένων:

• Clinical Applications
• Melanoma Recognition Using Representative and Discriminative Kernel Classifiers
• Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis
• Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI
• Accurate Measurement of Cartilage Morphology Using a 3D Laser Scanner
• Image Registration
• Quantification of Growth and Motion Using Non-rigid Registration
• Image Registration Accuracy Estimation Without Ground Truth Using Bootstrap
• SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images
• Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization
• Image Segmentation and Analysis
• Comparative Analysis of Kernel Methods for Statistical Shape Learning
• Segmentation of Dynamic Emission Tomography Data in Projection Space
• A Framework for Unsupervised Segmentation of Multi-modal Medical Images
• Poster Session
• An Integrated Algorithm for MRI Brain Images Segmentation
• Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images
• Quasi-conformal Flat Representation of Triangulated Surfaces for Computerized Tomography
• Bony Structure Suppression in Chest Radiographs
• A Minimally-Interactive Watershed Algorithm Designed for Efficient CTA Bone Removal
• Automatic Reconstruction of Dendrite Morphology from Optical Section Stacks
• Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos
• A Study on the Influence of Image Dynamics and Noise on the JPEG 2000 Compression Performance for Medical Images
• Fast Segmentation of the Mitral Valve Leaflet in Echocardiography
• Three Dimensional Tissue Classifications in MR Brain Images
• 3-D Ultrasound Probe Calibration for Computer-Guided Diagnosis and Therapy.