| 书目名称 | Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data | | 编辑 | Carl-Fredrik Westin,Anna Vilanova,Bernhard Burgeth | | 视频video | | | 概述 | Discusses challenges in both theoretical and practical issues related to analyzing and visualizing fields of tensors and higher order descriptors.Provides examples of tensors as applied to research in | | 丛书名称 | Mathematics and Visualization | | 图书封面 |  | | 描述 | .Arising from the fourth Dagstuhl conference entitled Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data (2011), this book offers a broad and vivid view of current work in this emerging field. Topics covered range from applications of the analysis of tensor fields to research on their mathematical and analytical properties..Part I, Tensor Data Visualization, surveys techniques for visualization of tensors and tensor fields in engineering, discusses the current state of the art and challenges, and examines tensor invariants and glyph design, including an overview of common glyphs..The second Part, Representation and Processing of Higher-order Descriptors, describes a matrix representation of local phase, outlines mathematical morphological operations techniques, extended for use in vector images, and generalizes erosion to the space of diffusion weighted MRI..Part III, Higher Order Tensors and Riemannian-Finsler Geometry, offers powerful mathematical language to model and analyze large and complex diffusion data such as High Angular Resolution Diffusion Imaging (HARDI) and Diffusion Kurtosis Imaging (DKI)..A Part entitled Tensor Signal Process | | 出版日期 | Conference proceedings 2014 | | 关键词 | Diffusion tensor imaging (DT-MRI); High angular resolution diffusion imaging (HARDI); Higher-order des | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-54301-2 | | isbn_softcover | 978-3-662-51257-9 | | isbn_ebook | 978-3-642-54301-2Series ISSN 1612-3786 Series E-ISSN 2197-666X | | issn_series | 1612-3786 | | copyright | Springer-Verlag Berlin Heidelberg 2014 |
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发表于 2025-3-21 19:05:11
