Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Westin, Carl-Fredrik (Επιμελητής έκδοσης), Vilanova, Anna (Επιμελητής έκδοσης), Burgeth, Bernhard (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Σειρά: Mathematics and Visualization,
• Θέματα: Mathematics.; Computer graphics.; Partial differential equations.; Visualization.; Differential geometry.; Physics.; Partial Differential Equations.; Differential Geometry.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computer Graphics.; Theoretical, Mathematical and Computational Physics.

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...

Πίνακας περιεχομένων:

• 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.