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 Ultra Low Power Transceiver for Wireless Body Area Networks by
Cover of the book ECML PKDD 2018 Workshops by
Cover of the book Breast Pathology by
Cover of the book Networked Learning by
Cover of the book Extremophilic Cyanobacteria For Novel Drug Development by
Cover of the book Trace Metal Biogeochemistry and Ecology of Deep-Sea Hydrothermal Vent Systems by
Cover of the book Young People's Perspectives on End-of-Life by
Cover of the book Fiber-Wireless Convergence in Next-Generation Communication Networks by
Cover of the book Systemic Racism in the United States by
Cover of the book Pattern Mining with Evolutionary Algorithms by
Cover of the book Parallel Robots With Unconventional Joints by
Cover of the book Antenna Design Solutions for RFID Tags Based on Metamaterial-Inspired Resonators and Other Resonant Structures by
Cover of the book Geodynamic Evolution of the Southernmost Andes by
Cover of the book Big Data Analytics in Genomics by
Cover of the book Modeling and Optimization of Advanced Manufacturing Processes 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