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Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data
Carl-Fredrik Westin; Anna Vilanova; Bernhard Burgeth
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2014)
Kovakantinen kirja
129,90
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Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data
Carl-Fredrik Westin (ed.); Anna Vilanova (ed.); Bernhard Burgeth (ed.)
Springer (2016)
Pehmeäkantinen kirja
129,90
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Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France,
Pew-Thian Yap; Tianming Liu; Dinggang Shen; Carl-Fredrik Westin; Li Shen
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2012)
Pehmeäkantinen kirja
45,80
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Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan,
Li Shen; Tianming Liu; Pew-Thian Yap; Heng Huang; Dinggang Shen; Carl-Fredrik Westin
Springer International Publishing AG (2013)
Pehmeäkantinen kirja
49,60
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Information Processing in Medical Imaging - 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June
Sebastien Ourselin; Daniel C. Alexander; Carl-Fredrik Westin; M. Jorge Cardoso
Springer International Publishing AG (2015)
Pehmeäkantinen kirja
49,60
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Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, a
Dajiang Zhu; Jingwen Yan; Heng Huang; Li Shen; Paul M. Thompson; Carl-Fredrik Westin; Xavier Pennec; Sarang Joshi; Niels
Springer Nature Switzerland AG (2019)
Pehmeäkantinen kirja
49,60
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Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data
129,90 €
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Sivumäärä: 343 sivua
Asu: Kovakantinen kirja
Painos: 2014
Julkaisuvuosi: 2014, 01.08.2014 (lisätietoa)
Kieli: Englanti
Tuotesarja: Mathematics and Visualization
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 Processing presents new methods for processing tensor-valued data, including a novel perspective on performing voxel-wise morphometry of diffusion tensor data using kernel-based approach, explores the free-water diffusion model, and reviews proposed approaches for computing fabric tensors, emphasizing trabecular bone research.

The last Part, Applications of Tensor Processing, discusses metric and curvature tensors, two of the most studied tensors in geometry processing. Also covered is a technique for diagnostic prediction of first-episode schizophrenia patients based on brain diffusion MRI data. The last chapter presents an interactive system integrating the visual analysis of diffusion MRI tractography with data from electroencephalography.

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Helsinki
Tapiola
Turku
Tampere
Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data
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ISBN:
9783642543005
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