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Titlebook: Visualization and Processing of Higher Order Descriptors for Multi-Valued Data; Ingrid Hotz,Thomas Schultz Conference proceedings 2015 Spr

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发表于 2025-3-21 18:28:19 | 显示全部楼层 |阅读模式
书目名称Visualization and Processing of Higher Order Descriptors for Multi-Valued Data
编辑Ingrid Hotz,Thomas Schultz
视频video
概述Transfer result from one application to another between which there is otherwise not much exchange.Bringing together ideas from applications and theory: Applications can stimulate new basic research,
丛书名称Mathematics and Visualization
图书封面Titlebook: Visualization and Processing of Higher Order Descriptors for Multi-Valued Data;  Ingrid Hotz,Thomas Schultz Conference proceedings 2015 Spr
描述.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 Descr
出版日期Conference proceedings 2015
关键词diffusion-weighted imaging; image processing; interpolation; oriented data; tensor fields; ​visualization
版次1
doihttps://doi.org/10.1007/978-3-319-15090-1
isbn_softcover978-3-319-36454-4
isbn_ebook978-3-319-15090-1Series ISSN 1612-3786 Series E-ISSN 2197-666X
issn_series 1612-3786
copyrightSpringer International Publishing Switzerland 2015
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Visualization and Processing of Higher Order Descriptors for Multi-Valued Data978-3-319-15090-1Series ISSN 1612-3786 Series E-ISSN 2197-666X
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https://doi.org/10.1007/978-3-319-15090-1diffusion-weighted imaging; image processing; interpolation; oriented data; tensor fields; ​visualization
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1612-3786 and theory: Applications can stimulate new basic research, .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 imag
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Fiber Orientation Distribution Functions and Orientation Tensors for Different Material Symmetriese the corresponding orientation tensors. For a general ODF we present a systematic way of calculating the corresponding orientation tensors from certain coefficients of the expansion of the ODF in spherical harmonics.
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