000 04585nam a22005655i 4500
003 DE-He213
005 20191012062732.0
007 cr nn 008mamaa
008 100301s2006 gw | s |||| 0|eng d
020 6 4 _a9783540312727
_9978-3-540-31272-7
024 8 7 _a10.1007/3-540-31272-2
_2doi
050 8 4 _aLibro electrónico
072 8 7 _aPBV
_2bicssc
072 8 7 _aMAT013000
_2bisacsh
082 _a004
_223
100 8 1 _aWeickert, Joachim.
_eeditor.
_9106415
245 9 7 _aVisualization and Processing of Tensor Fields
_h[electronic resource] /
_cedited by Joachim Weickert, Hans Hagen.
001 000060413
300 6 4 _aXV, 481 p.
_bonline resource.
490 8 1 _aMathematics and Visualization,
_x1612-3786
505 8 0 _aAn 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.
520 6 4 _aMatrix-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 visualization and processing of tensor fields. It contains some longer chapters dedicated to surveys and tutorials of specific topics, as well as a great deal of original work by leading experts that has not been published before. It serves as an overview for the inquiring scientist, as a basic foundation for developers and practitioners, and as as a textbook for specialized classes and seminars for graduate and doctoral students.
650 8 0 _aMathematics.
_98571
650 8 0 _aRadiology, Medical.
_9106416
650 8 0 _aComputer vision.
_9106417
650 8 0 _aVisualization.
_915456
650 8 0 _aGlobal differential geometry.
_99530
650 8 0 _aEconomics
_xStatistics.
_99577
650 _aMathematics.
_98571
650 _aVisualization.
_915456
650 _aImaging / Radiology.
_9106418
650 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_99341
650 _aImage Processing and Computer Vision.
_9106419
650 _aDifferential Geometry.
_99532
650 _aStatistics for Business/Economics/Mathematical Finance/Insurance.
_99579
700 8 1 _aHagen, Hans.
_eeditor.
_9106420
710 8 2 _aSpringerLink (Online service)
_9106421
773 8 0 _tSpringer eBooks
776 _iPrinted edition:
_z9783540250326
830 8 0 _aMathematics and Visualization,
_x1612-3786
_9106422
856 _uhttp://dx.doi.org/10.1007/3-540-31272-2
_zde clik aquí para ver el libro electrónico
264 8 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2006.
336 6 4 _atext
_btxt
_2rdacontent
337 6 4 _acomputer
_bc
_2rdamedia
338 6 4 _aonline resource
_bcr
_2rdacarrier
347 6 4 _atext file
_bPDF
_2rda
516 6 4 _aZDB-2-SMA
999 _c60143
_d60143
942 _c05