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

Nonfiction, Science & Nature, Mathematics, Graphic Methods, Algebra
Cover of the book Visualization and Processing of Higher Order Descriptors for Multi-Valued Data by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319150901
Publisher: Springer International Publishing Publication: July 3, 2015
Imprint: Springer Language: English
Author:
ISBN: 9783319150901
Publisher: Springer International Publishing
Publication: July 3, 2015
Imprint: Springer
Language: English

Modern imaging techniques and computational simulations yield complex multi-valued data that require higher-order mathematical descriptors. This book addresses topics of importance when dealing with such data, including frameworks for image processing, visualization and statistical analysis of higher-order descriptors. It also provides examples of the successful use of higher-order descriptors in specific applications and a glimpse of the next generation of diffusion MRI. To do so, it combines contributions on new developments, current challenges in this area and state-of-the-art surveys.

Compared to the increasing importance of higher-order descriptors in a range of applications, tools for analysis and processing are still relatively hard to come by. Even though application areas such as medical imaging, fluid dynamics and structural mechanics are very different in nature they face many shared challenges. This book provides an interdisciplinary perspective on this topic with contributions from key researchers in disciplines ranging from visualization and image processing to applications. It is based on the 5th Dagstuhl seminar on Visualization and Processing of Higher Order Descriptors for Multi-Valued Data.

This book will appeal to scientists who are working to develop new analysis methods in the areas of image processing and visualization, as well as those who work with applications that generate higher-order data or could benefit from higher-order models and are searching for novel analytical tools.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Modern imaging techniques and computational simulations yield complex multi-valued data that require higher-order mathematical descriptors. This book addresses topics of importance when dealing with such data, including frameworks for image processing, visualization and statistical analysis of higher-order descriptors. It also provides examples of the successful use of higher-order descriptors in specific applications and a glimpse of the next generation of diffusion MRI. To do so, it combines contributions on new developments, current challenges in this area and state-of-the-art surveys.

Compared to the increasing importance of higher-order descriptors in a range of applications, tools for analysis and processing are still relatively hard to come by. Even though application areas such as medical imaging, fluid dynamics and structural mechanics are very different in nature they face many shared challenges. This book provides an interdisciplinary perspective on this topic with contributions from key researchers in disciplines ranging from visualization and image processing to applications. It is based on the 5th Dagstuhl seminar on Visualization and Processing of Higher Order Descriptors for Multi-Valued Data.

This book will appeal to scientists who are working to develop new analysis methods in the areas of image processing and visualization, as well as those who work with applications that generate higher-order data or could benefit from higher-order models and are searching for novel analytical tools.

More books from Springer International Publishing

Cover of the book English as Medium of Instruction in Japanese Higher Education by
Cover of the book Medicine, Knowledge and Venereal Diseases in England, 1886-1916 by
Cover of the book Raoul Bott: Collected Papers by
Cover of the book Thermal Treatments of Canned Foods by
Cover of the book Knowledge, Power, and Women's Reproductive Health in Japan, 1690–1945 by
Cover of the book Converging Clinical and Engineering Research on Neurorehabilitation II by
Cover of the book Conducting Polymer Hybrids by
Cover of the book Hybrid Soft Computing for Multilevel Image and Data Segmentation by
Cover of the book Mathematical Modeling and Optimization of Complex Structures by
Cover of the book Data Protection and Privacy: (In)visibilities and Infrastructures by
Cover of the book Perspectives in Computational Complexity by
Cover of the book Innovative Security Solutions for Information Technology and Communications by
Cover of the book China and Africa by
Cover of the book The Art of Structuring by
Cover of the book Revisiting the Global Imaginary by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy