Modeling, Analysis, and Visualization of Anisotropy / edited by Thomas Schultz, Evren Özarslan, Ingrid Hotz
| データ種別 | 電子書籍 |
|---|---|
| 出版者 | Cham : Springer International Publishing : Imprint: Springer |
| 出版年 | 2017 |
書誌詳細を非表示
| 書誌ID | OB01039505 |
|---|---|
| 本文言語 | 英語 |
| 一般注記 | 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. License restrictions may limit access Summary: 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 Multivalued Data: 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 |
| 著者標目 | Schultz, Thomas Özarslan, Evren Hotz, Ingrid SpringerLink (Online service) |
| 統一書名標目 | Mathematics and Visualization, |
| 件 名 | LCSH:Mathematics LCSH:Image processing LCSH:Matrix theory LCSH:Algebra LCSH:Computer mathematics LCSH:Visualization FREE:Mathematics FREE:Linear and Multilinear Algebras, Matrix Theory FREE:Computational Science and Engineering FREE:Visualization FREE:Image Processing and Computer Vision |
| 分 類 | LCC:QA184-205 DC23:512.5 |
| 巻冊次 | ISBN:9783319613581 RefWorks出力（各巻） print ; ISBN:9783319613574 RefWorks出力（各巻） |
| 資料種別 | 機械可読データファイル |
目次・あらすじ