schultz thomas (curatore); Özarslan evren (curatore); hotz ingrid (curatore) - modeling, analysis, and visualization of anisotropy
  • Genere: Libro
  • Lingua: Inglese
  • Editore: Springer
  • Pubblicazione: 08/2018
  • Edizione: Softcover reprint of the original 1st ed. 2017

Modeling, Analysis, and Visualization of Anisotropy

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162,98 €
154,83 €
AGGIUNGI AL CARRELLO
TRAMA
This book focuses on the modeling, processing and visualization of anisotropy, irrespective of the context in which it emerges, using state-of-the-art mathematical tools. As such, it differs substantially from conventional reference works, which are centered on a particular application. It covers the following topics: (i) the geometric structure of tensors, (ii) statistical methods for tensor field processing, (iii) challenges in mapping neural connectivity and structural mechanics, (iv) processing of uncertainty, and (v) visualizing higher-order representations. In addition to original research contributions, it provides insightful reviews.This multidisciplinary book is the sixth in a series that aims to foster scientific exchange between communities employing tensors and other higher-order representations of directionally dependent data. A significant number of the chapters were co-authored by the participants of the workshop titled Multidisciplinary Approaches to MultivaluedData: Modeling, Visualization, Analysis, which was held in Dagstuhl, Germany in April 2016.It offers a valuable resource for those working in the field of multi-directional data, vital inspirations for the development of new models, and essential analysis and visualization techniques, thus furthering the state-of-the-art in studies involving anisotropy.

SOMMARIO
Part I: Features and Visualization.- Part II: Image Processing and Analysis.- Part III: Diffusion Modeling and Microstructure.- Part IV: Tractography.- Part V: Machine Learning Approaches.

ALTRE INFORMAZIONI
  • Condizione: Nuovo
  • ISBN: 9783319870601
  • Collana: Mathematics and Visualization
  • Dimensioni: 235 x 155 mm
  • Formato: Brossura
  • Illustration Notes: X, 407 p. 150 illus. in color.
  • Pagine Arabe: 407
  • Pagine Romane: x