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Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers

Hutchison, David ;Kanade, Takeo ;Kittler, Josef ;Tu, Zhuowen;; Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Nierstrasz, Oscar (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Sudan, Madhu (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Vardi, Moshe Y (Editor) ; Weikum, Gerhard (Editor) ; Menze, Bjoern (Editor) ; Langs, Georg (Editor) ; Tu, Zhuowen (Editor) ; Criminisi, Antonio (Editor)

Lecture Notes in Computer Science

ISBN: 9783642184208 ; ISBN: 3642184200 ; E-ISBN: 9783642184215 ; E-ISBN: 3642184219 ; DOI: 10.1007/978-3-642-18421-5

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  • Nhan đề:
    Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers
  • Tác giả: Hutchison, David ; Kanade, Takeo ; Kittler, Josef ; Tu, Zhuowen
  • Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Nierstrasz, Oscar (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Sudan, Madhu (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Vardi, Moshe Y (Editor) ; Weikum, Gerhard (Editor) ; Menze, Bjoern (Editor) ; Langs, Georg (Editor) ; Tu, Zhuowen (Editor) ; Criminisi, Antonio (Editor)
  • Chủ đề: Computer Science ; Image Processing and Computer Vision ; Artificial Intelligence (Incl. Robotics) ; Applied Sciences ; Computer Science
  • Là 1 phần của: Lecture Notes in Computer Science
  • Mô tả: Title Page -- Preface -- Organization -- Table of Contents -- Shape, Geometry and Registration -- Conditional Point Distribution Models -- Introduction -- Point Distribution Model -- Problem Definition -- Finding z_0 -- Drawing Samples -- Evaluation -- Discussion -- References -- Deformable Registration of Organic Shapes via Surface Intrinsic Integrals: Application to Outer Ear Surfaces -- Introduction -- Problem Formulation -- External Energy -- Proposed Surface Descriptor -- Surface Landmarks -- Minimization of Bending Energy -- Application to Ear Surfaces -- Experiments -- Conclusions -- References -- Iterative Training of Discriminative Models for the Generalized Hough Transform -- Introduction -- Methods -- Generalized Hough Transform -- Discriminative Model Training -- Model Generation and Design of Experiments -- Material and Task -- Results -- Conclusion -- References -- Topology Noise Removal for Curve and Surface Evolution -- Introduction -- Background -- Method -- Implementation and Experimental Results -- References -- Non-differentiable Cases -- Exploring Cortical Folding Pattern Variability Using Local Image Features -- Introduction -- Feature-Based Modelling -- Local Image Features -- Learning a Model -- Experimental Results and Discussion -- Identifying Cortical Folds -- Hemisphere Classification -- Conclusion -- References -- Markov Models for Image Reconstruction and Analysis -- Surgical Phases Detection from Microscope Videos by Combining SVM and HMM -- Introduction -- Materials and Methods -- Data-Set -- Feature Extraction and Selection -- Supervised Classification -- HMM -- Cross-Validation -- Results -- Discussion -- Microscope Video Data -- Accuracy of the Detection -- Clinical Applications -- Conclusion -- References -- Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment -- Introduction -- Methods -- Computing the Optimal Interface Seam in -- Seam Flow via Graph Cuts -- Flow Propagation by Solving Laplace Equation -- Experimentation and Results -- Experimental Method and Material -- Results and Discussion -- Conclusion -- References -- Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations -- Introduction and Related Work -- Theory and Modelling -- Experiments -- Results -- Discussion and Outlook -- References -- Automatic Anatomy Localization via Classification -- Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization -- Introduction -- Sparse MRF Appearance Models -- Domain Specific Interest Points -- Haar-Like Features -- Random Forest Based Appearance Learning and Search -- Mean-Shift Based Interest Point Generation -- 3D Geometric Model Matching Using Discrete Optimization -- Modeling Edge Length and Orientation -- Formulating the MRF -- Experiments -- Conclusion and Outlook -- References -- Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning -- Introduction -- Related Work -- Methods -- Globa.
  • Nơi xuất bản: Berlin, Heidelberg: Springer Berlin Heidelberg
  • Năm xuất bản: 2011
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783642184208 ; ISBN: 3642184200 ; E-ISBN: 9783642184215 ; E-ISBN: 3642184219 ; DOI: 10.1007/978-3-642-18421-5

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