Coverart for item
The Resource Computer Vision Approaches to Medical Image Analysis : Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers, edited by Reinhard R. Beichel, Milan Sonka, (electronic resource)

Computer Vision Approaches to Medical Image Analysis : Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers, edited by Reinhard R. Beichel, Milan Sonka, (electronic resource)

Label
Computer Vision Approaches to Medical Image Analysis : Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers
Title
Computer Vision Approaches to Medical Image Analysis
Title remainder
Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers
Statement of responsibility
edited by Reinhard R. Beichel, Milan Sonka
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
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 in full. Equally important, the visual approaches to medical image analysis are known to su?er from a lack of reproducibility. A signi?cant researche?ort is devoted to developing algorithms for processing the wealth of data available and extracting the relevant information in a computerized and quantitative fashion. Medical imaging and image analysis are interdisciplinary areas combining electrical, computer, and biomedical engineering; computer science; mathem- ics; physics; statistics; biology; medicine; and other ?elds. Medical imaging and computer vision, interestingly enough, have developed and continue developing somewhat independently. Nevertheless, bringing them together promises to b- e?t both of these ?elds. This was the second time that a satellite workshop,solely devoted to medical image analysis issues, was held in conjunction with the European Conference on Computer Vision (ECCV), and we are optimistic that this will become a tradition at ECCV. We received 38 full-length paper submissions to the second Computer Vision Approaches to Medical Image Analysis (CVAMIA) Workshop, out of which 10 were accepted for oral and 11 for poster presentation after a rigorous peer-review process. In addition, the workshop included three invited talks. The ?rst was given by Maryellen Giger from the University of Chicago, USA — titled “Multi-Modality Breast CADx”
Member of
Is Subseries of
http://bibfra.me/vocab/relation/corporateauthor
K1glMZxIjIM
Dewey number
616.07/54
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • PciepmBJq6Q
  • kfrxI5SpPT4
Image bit depth
0
Language note
English
LC call number
  • TA1637-1638
  • TA1634
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2006
http://bibfra.me/vocab/lite/meetingName
Workshop on Computer Vision Approaches to Medical Image Analysis
Nature of contents
dictionaries
http://bibfra.me/vocab/lite/organizationName
Workshop on Computer Vision Approaches to Medical Image Analysis
http://library.link/vocab/relatedWorkOrContributorName
  • Workshop on Computer Vision Approaches to Medical Image Analysis
  • Beichel, Reinhard R.
  • Sonka, Milan.
Series statement
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series volume
4241
http://library.link/vocab/subjectName
  • Computer vision
  • Artificial intelligence
  • Optical pattern recognition
  • Computer graphics
  • Medical records
  • Bioinformatics
  • Image Processing and Computer Vision
  • Artificial Intelligence
  • Pattern Recognition
  • Computer Graphics
  • Health Informatics
  • Bioinformatics
Label
Computer Vision Approaches to Medical Image Analysis : Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers, edited by Reinhard R. Beichel, Milan Sonka, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (XII, 264 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540462583
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/11889762
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000283783
  • (SSID)ssj0000316925
  • (PQKBManifestationID)11244308
  • (PQKBTitleCode)TC0000316925
  • (PQKBWorkID)10288009
  • (PQKB)10786502
  • (DE-He213)978-3-540-46258-3
  • (MiAaPQ)EBC3068667
  • (EXLCZ)991000000000283783
Label
Computer Vision Approaches to Medical Image Analysis : Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers, edited by Reinhard R. Beichel, Milan Sonka, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (XII, 264 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540462583
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/11889762
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000283783
  • (SSID)ssj0000316925
  • (PQKBManifestationID)11244308
  • (PQKBTitleCode)TC0000316925
  • (PQKBWorkID)10288009
  • (PQKB)10786502
  • (DE-He213)978-3-540-46258-3
  • (MiAaPQ)EBC3068667
  • (EXLCZ)991000000000283783

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