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

Autor: Ingrid Hotz, Thomas Schultz

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Editura: Springer International Publishing AG

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Modern imaging techniques and computational simulations yield complex multi-valued data that require...

Informații despre carte

Autor

Ingrid Hotz, Thomas Schultz

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

383

EAN

9783319364544

ISBN

3319364545

Enbook ID

15193767

Editura

Springer International Publishing AG

Greutate

5971

Dimensiuni

155 x 235 x 22

Descriere completă

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.

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

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