Visualization and processing of tensor fields
Matrix-valued data sets - so-called second order tensor fields - have gained significant importance in scientific visualization and image processing due to recent developments such as diffusion tensor imaging. This book is the first edited volume that presents the state-of-the-art in the visualizati...
שמור ב:
| מחברים אחרים: | , |
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| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Springer e-books
[20..].
Cham : Springer Nature |
| סדרה: | Mathematics and Visualization
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| נושאים: | |
| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| הערה: |
Description d'après consultation du 02 mai 2011 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Visualization and processing of tensor fields, Joachim Weickert, Hans Hagen, editors, Berlin, Springer, 2006, 1 volume (xv-481 pages), Mathematics visualization, 3-540-25032-8 |
תוכן הענינים:
- An Introduction to Tensors Feature Detection with Tensors Adaptive Structure Tensors and their Applications On the Concept of a Local Greyvalue Distribution and the Adaptive Estimation of a Structure Tensor Low-level Feature Detection Using the Boundary Tensor Diffusion Tensor Imaging An Introduction to Computational Diffusion MRI: the Diffusion Tensor and Beyond Random Noise in Diffusion Tensor Imaging, its Destructive Impact and Some Corrections An Introduction to Visualization of Diffusion Tensor Imaging and Its Applications Anatomy-Based Visualizations of Diffusion Tensor Images of Brain White Matter Variational Regularization of Multiple Diffusion Tensor Fields Higher Rank Tensors in Diffusion MRI Visualization of Tensor Fields Strategies for Direct Visualization of Second-Rank Tensor Fields Tensor Invariants and their Gradients Visualizing the Topology of Symmetric, Second-Order, Time-Varying Two-Dimensional Tensor Fields Degenerate 3D Tensors Locating Closed Hyperstreamlines in Second Order Tensor Fields Tensor Field Visualization Using a Metric Interpretation Tensor Field Transformations Symmetric Positive-Definite Matrices: From Geometry to Applications and Visualization Continuous Tensor Field Approximation of Diffusion Tensor MRI data Tensor Field Interpolation with PDEs Diffusion-Tensor Image Registration Image Processing Methods for Tensor Fields Tensor Median Filtering and M-Smoothing Mathematical Morphology on Tensor Data Using the Loewner Ordering A Local Structure Measure for Anisotropic Regularization of Tensor Fields Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework PDEs for Tensor Image Processing