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

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

Hardcover

Series: Mathematics and Visualization

AlgebraGeneral ComputersGeneral Mathematics

ISBN10: 3319150898
ISBN13: 9783319150895
Publisher: Springer Nature
Published: Jul 28 2015
Pages: 383
Weight: 1.65
Height: 1.20 Width: 6.50 Depth: 9.40
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.

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General Mathematics