Visualization and processing of tensor fields
Presents information on the visualization and processing of tensor fields. This book serves as an overview for the inquiring scientist, as a basic foundation for developers and practitioners, and as a textbook for specialized classes and seminars for graduate and doctoral students.
| Other Authors: | Weickert, Joachim, 1965-, Hagen, H. 1953-, SpringerLink (Online service) |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Berlin :
Springer,
©2006.
Berlin : [2006] |
| Physical Description: |
1 online resource (xv, 481 pages) : illustrations (some color). |
| Series: |
Mathematics and visualization.
|
| Subjects: |
| LEADER | 08008cam a2201213 a 4500 | ||
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| 245 | 0 | 0 | |a Visualization and processing of tensor fields / |c Joachim Weickert, Hans Hagen (editors). |
| 260 | |a Berlin : |b Springer, |c ©2006. | ||
| 264 | 1 | |a Berlin : |b Springer, |c [2006] | |
| 264 | 4 | |c ©2006. | |
| 300 | |a 1 online resource (xv, 481 pages) : |b illustrations (some color). | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
| 338 | |a online resource |b cr |2 rdacarrier. | ||
| 347 | |a text file |b PDF |2 rda. | ||
| 490 | 1 | |a Mathematics + visualization. | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a Presents information on the visualization and processing of tensor fields. This book serves as an overview for the inquiring scientist, as a basic foundation for developers and practitioners, and as a textbook for specialized classes and seminars for graduate and doctoral students. | ||
| 505 | 0 | |a 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. | |
| 546 | |a English. | ||
| 506 | |a Available to OhioLINK libraries. | ||
| 650 | 0 | |a Calculus of tensors |x Graphic methods. | |
| 650 | 0 | |a Calculus of tensors |x Data processing. | |
| 650 | 0 | |a Visualization. | |
| 650 | 0 | |a Image processing. | |
| 650 | 0 | |a Electronic data processing. | |
| 650 | 0 | |a Computer science. | |
| 650 | 1 | 2 | |a Electronic Data Processing. |
| 650 | 1 | 2 | |a Image Processing, Computer-Assisted. |
| 650 | 6 | |a Calcul tensoriel |x Méthodes graphiques. | |
| 650 | 6 | |a Calcul tensoriel |x Informatique. | |
| 650 | 6 | |a Visualisation. | |
| 650 | 6 | |a Traitement d'images. | |
| 650 | 6 | |a Informatique. | |
| 650 | 7 | |a image processing. |2 aat. | |
| 650 | 7 | |a data processing. |2 aat. | |
| 650 | 7 | |a computer science. |2 aat. | |
| 650 | 7 | |a Electronic data processing. |2 fast. | |
| 650 | 7 | |a Computer science. |2 fast. | |
| 650 | 7 | |a Calculus of tensors |x Data processing. |2 fast. | |
| 650 | 7 | |a Image processing. |2 fast. | |
| 650 | 7 | |a Visualization. |2 fast. | |
| 655 | 2 | |a Statistics. | |
| 655 | 7 | |a Statistics. |2 fast. | |
| 655 | 7 | |a Statistics. |2 lcgft. | |
| 655 | 7 | |a Statistiques. |2 rvmgf. | |
| 700 | 1 | |a Weickert, Joachim, |d 1965- |1 https://id.oclc.org/worldcat/entity/E39PBJckMxGHQyMvkr8vKmQDv3. | |
| 700 | 1 | |a Hagen, H. |q (Hans), |d 1953- |1 https://id.oclc.org/worldcat/entity/E39PBJcgxwjFQGYHmJPXyv9FKd. | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer e-books. | |
| 776 | 0 | 8 | |i Print version: |t Visualization and processing of tensor fields. |d Berlin : Springer, ©2006 |z 9783540250326 |z 3540250328 |w (DLC) 2005931221 |w (OCoLC)62701126. |
| 830 | 0 | |a Mathematics and visualization. | |
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