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Visualization and processing of tensors and higher order descriptors for multi-valued data / Carl-Fredrik Westin, Anna Vilanova, Bernhard Burgeth, editors.

Arising from the fourth Dagstuhl conference entitled Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data (2011), this book offers a broad and vivid view of current work in this emerging field. Topics covered range from applications of the analysis of tensor fie...

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Bibliographic Details
Online Access: Full Text (via Springer)
Other Authors: Westin, Carl-Fredrik (Editor), Vilanova, Anna (Editor), Burgeth, Bernhard (Editor)
Format: eBook
Language:English
Published: Heidelberg : Springer, 2014.
Series:Mathematics and visualization.
Subjects:
Calculus of tensors.
Calculus of tensors > Data processing.
Information visualization.
Table of Contents:
  • Part I: Tensor Data Visualization: Top Challenges in the Visualization of Engineering Tensor Fields: M Hlawitschka et al
  • Tensor Invariants and Glyph Design: A. Kratz et al
  • Part II: Representation and Processing of Higher-order Descriptors: Monomial Phase: A Matrix Representation of Local Phase: H. Knutsson et al
  • Order Based Morphology for Colour Images via Matrix Fields: B. Burgeth et al
  • Sharpening Fibers in Diffusion Weighted MRI via Erosion: T.C.J. Dela Haije et al
  • Part III: Higher Order Tensors and Riemannian-Finsler Geometry: Higher-Order Tensors in Diffusion Imaging: Thomas Schultz et al
  • 4th Order Symmetric Tensors and Positive ADC Modelling: A. Ghosh et al
  • Riemann-Finsler Geometry for Diffusion Weighted Magnetic Resonance Imaging: L. Florack et al
  • Riemann-Finsler Multi-Valued Geodesic Tractography for HARDI: N. Sepasian et al
  • Part IV: Tensor Signal Processing: Kernel-based Morphometry of Diffusion Tensor Images: M. Ingalhalikar et al
  • The Estimation of Free-Water Corrected Diffusion Tensors: O. Pasternak et al
  • Techniques for Computing Fabric Tensors: A Review: R. Moreno et al
  • Part V: Applications of tensor processing: Tensors in Geometry Processing: E. Zhang
  • Preliminary findings in diagnostic prediction of schizophrenia using diffusion tensor imaging: Y. Rathi et al
  • A System for Combined Visualization of EEG and Diffusion Tensor Imaging Tractography Data: A. Wiebel et al.

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