000			a
999			_c29800 _d29800
008			191119b xxu||||| |||| 00| 0 eng d
020			_a9783319150895
082			_a621.367 _bHOT
100			_aHotz, Ingrid
245			_aVisualization and processing of higher order descriptors for multi-valued dataed data
260			_bSpringer _aBerlin _c2015
300			_ax, 383 p. _bill. _c24 cm.
365			_b139.99 _cEUR _d82.00
490			_aMathematics and visualization _v2197-666X
504			_aIncludes index.
520			_aModern 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.
650			_aImage processing
650			_aMathematical models
650			_aCalculus of tensors and Data processing
650			_aInformation visualization
650			_aImage Processing and Computer Vision
710			_aSchultz, Thomas
942			_2ddc _cBK