| Description |
1 online resource (xi, 294 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7766 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 7766.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Registration. Real-Time 2D/3D Deformable Registration Using Metric Learning / Chen-Rui Chou, Stephen Pizer -- Groupwise Spectral Log-Demons Framework for Atlas Construction / Herve Lombaert [and others] -- Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint / Yanrong Guo [and others] -- Segmentation. Semi-supervised Segmentation Using Multiple Segmentation Hypotheses from a Single Atlas / Tobias Gass, Gábor Székely, Orcun Goksel -- Carotid Artery Wall Segmentation by Coupled Surface Graph Cuts / Andres Arias [and others] -- Graph Cut Segmentation Using a Constrained Statistical Model with Non-linear and Sparse Shape Optimization / Tahir Majeed [and others] -- Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests / Kiryl Chykeyuk, Mohammad Yaqub, J. Alison Noble -- Novel Vector-Valued Approach to Automatic Brain Tissue Classification / Nataliya Portman, Alan Evans -- Atlas-Based Whole-Body PET-CT Segmentation Using a Passive Contour Distance / Fabian Gigengack [and others] |
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Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Framework / Zehan Wang [and others] -- Efficient Geometrical Potential Force Computation for Deformable Model Segmentation / Igor Sazonov, Xianghua Xie, Perumal Nithiarasu -- Shape Prior Model for Media-Adventitia Border Segmentation in IVUS Using Graph Cut / Ehab Essa [and others] -- Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves / Ilwoo Lyu [and others] -- Detection, Localization, Tracking. Fast Anatomical Structure Localization Using Top-Down Image Patch Regression / René Donner [and others] -- Oblique Random Forests for 3-D Vessel Detection Using Steerable Filters and Orthogonal Subspace Filtering / Matthias Schneider [and others] -- Pipeline for Tracking Neural Progenitor Cells / Jacob S. Vestergaard [and others] -- Automatic Heart Isolation in 3D CT Images / Hua Zhong [and others] -- Randomness and Sparsity Induced Codebook Learning with Application to Cancer Image Classification / Quannan Li [and others] -- Context Enhanced Graphical Model for Object Localization in Medical Images / Yang Song [and others] |
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A Cascade Learning Method for Liver Lesion Detection in CT Images / Dijia Wu [and others] -- Automatic Event Detection within Thrombus Formation Based on Integer Programming / Loic Peter [and others] -- Automatic Extraction of the Curved Midsagittal Brain Surface on MR Images / Hugo J. Kuijf, Max A. Viergever, Koen L. Vincken -- Identification of Malignant Breast Tumors Based on Acoustic Attenuation Mapping of Conventional Ultrasound Images / Sivan Harary, Eugene Walach -- What Genes Tell about Iris Appearance / Stine Harder [and others] -- 3D Reconstruction. Robust Dense Endoscopic Stereo Reconstruction for Minimally Invasive Surgery / Sylvain Bernhardt, Julien Abi-Nahed, Rafeef Abugharbieh -- Model-Based Human Teeth Shape Recovery from a Single Optical Image with Unknown Illumination / Aly Farag [and others] -- Biophysical Model Personalization. Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model / Ezequiel Geremia [and others] -- Current-Based 4D Shape Analysis for the Mechanical Personalization of Heart Models / Loïc Le Folgoc [and others] |
| Summary |
This book constitutes the thoroughly refereed workshop proceedings of the Second International Workshop on Medical Computer Vision, MCV 2012, held in Nice, France, October 2012 in conjunction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2012. The 24 papers have been selected out of 42 submissions. At MCV 2012, 12 papers were presented as a poster and 12 as a poster together with a plenary talk. The book also features four selected papers which were presented at the previous CVPR Medical Computer Vision workshop held in conjunction with the International Conference on Computer Vision and Pattern Recognition on June 21 2012 in Providence, Rhode Island, USA. The papers explore the use of modern computer vision technology in tasks such as automatic segmentation and registration, localization of anatomical features and detection of anomalies, as well as 3D reconstruction and biophysical model personalization |
| Analysis |
Computer science |
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Medical records -- Data processing |
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Computer vision |
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Optical pattern recognition |
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Image Processing and Computer Vision |
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Health Informatics |
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Pattern Recognition |
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Computer Applications |
| Notes |
"Held in conjunction with the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)"--Preface |
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Includes author index |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Computer vision in medicine -- Congresses
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Diagnostic imaging -- Data processing -- Congresses
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Artificial intelligence.
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Artificial Intelligence
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artificial intelligence.
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Artificial intelligence
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Computer vision in medicine
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Diagnostic imaging -- Data processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Menze, Bjoern, editor.
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Langs, Georg, editor.
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Lü, Le (Of Johns Hopkins University), editor.
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Montillo, Albert, editor
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Tu, Zhuowen, editor
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Criminisi, Antonio, 1972- editor.
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International Conference on Medical Image Computing and Computer-Assisted Intervention (15th : 2012 : Nice, France)
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| ISBN |
9783642366208 |
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3642366201 |
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3642366198 |
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9783642366192 |
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