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Tensors in Image Processing and Computer Vision / Santiago Aja-Fernández (u. a.) / Buch / Advances in Computer Vision and Pattern Recognition / HC runder Rücken kaschiert / IX / Englisch / 2009 - Aja-Fernández, Santiago
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2009, ISBN: 9781848822986

[ED: Gebunden], [PU: Springer London], Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of t… Plus…

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Tensors in Image Processing and Computer Vision / Santiago Aja-Fernández (u. a.) / Buch / Advances in Computer Vision and Pattern Recognition / HC runder Rücken kaschiert / Englisch / 2009 - Aja-Fernández, Santiago
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Tensors in Image Processing and Computer Vision / Santiago Aja-Fernández (u. a.) / Buch / Advances in Computer Vision and Pattern Recognition / HC runder Rücken kaschiert / Englisch / 2009 - edition reliée, livre de poche

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[ED: Gebunden], [PU: Springer London], Tensor signal processing is an emerging field with important applications to computer vision and image processing.This book presents the state of th… Plus…

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Tensors in Image Processing and Computer Vision - Aja-Fernández, Santiago|Luis Garcia, Rodrigo de|Tao, Dacheng|Li, Xuelong
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Tensors in Image Processing and Computer Vision - edition reliée, livre de poche

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[EAN: 9781848822986], Neubuch, [PU: Springer London], EDV THEORIE PROGRAMMIEREN ALLGEMEINES 3D DT-MRI DIFFUSION IMAGEPROCESSING MULTI-DIMENSIONALSIGNALPROCESSING TENSOR IMAGEREGISTRATION … Plus…

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Tensors in Image Processing and Computer Vision - Santiago Aja-Fernández; Rodrigo de Luis Garcia; Dacheng Tao; Xuelong Li
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Santiago Aja-Fernández; Rodrigo de Luis Garcia; Dacheng Tao; Xuelong Li:
Tensors in Image Processing and Computer Vision - edition reliée, livre de poche

2009, ISBN: 9781848822986

Buch, Hardcover, 2009 ed. [PU: Springer London Ltd], Springer London Ltd, 2009

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Tensors in Image Processing and Computer Vision
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ISBN:

9781848822986


Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of the art in this new branch of signal processing, offering a great deal of research and discussions by leading experts in the area. The wide-ranging volume offers an overview into cutting-edge research into the newest tensor processing techniques and their application to different domains related to computer vision and image processing. This comprehensive text will prove to be an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing. TOC:Tensors and Tensor Signal Processing.- Segmentation of Tensor Fields.- Variational Approach to the Registration of Tensor-valued Images.- Quality Assessment of Tensor Images.- Algorithms for Nonnegative Tensor Factorization.- PDE-based Morphology for Matrix Fields.- Spherical Tensor Calculus for Local Adaptive Filtering.- Geometric Transformations of Local Structure Tensors.- Multiview Matching Tensors from Lines for General Camera Models.- Binocular Full-body Pose Recognition and Orientation Inference.- Applications of Multiview Tensors in Higher Dimensions.- Constraints for the Trifocal Tensor.- Techniques for Registration of Diffusion Tensor Imaging.- Basis for Tensor Field Processing with Invariant Gradients and Rotation Tangents.- From Second to Higher Order Tensors in Diffusion-MRI.- DT-MRI Connectivity and/or Tractography.- Strain Rate Tensor Estimation in Cine Cardiac MRI.- Strain Tensor Elastography.- Similar Tensor Arrays.- User Interfaces to Interact with Tensor Fields.- T-flash.

Informations détaillées sur le livre - Tensors in Image Processing and Computer Vision


EAN (ISBN-13): 9781848822986
ISBN (ISBN-10): 1848822987
Version reliée
Date de parution: 2009
Editeur: Springer London Ltd
470 Pages
Poids: 0,940 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2009-02-20T01:22:42+01:00 (Zurich)
Page de détail modifiée en dernier sur 2024-02-23T09:20:37+01:00 (Zurich)
ISBN/EAN: 9781848822986

ISBN - Autres types d'écriture:
1-84882-298-7, 978-1-84882-298-6
Autres types d'écriture et termes associés:
Auteur du livre: fernandez marcos, garca, garcia fernandez luis, dach, xue tao, rodrigo
Titre du livre: image processing, tensors, computer vision, tensor, pattern recognition

Données de l'éditeur

Auteur: Santiago Aja-Fernández; Rodrigo de Luis Garcia; Dacheng Tao; Xuelong Li
Titre: Advances in Computer Vision and Pattern Recognition; Tensors in Image Processing and Computer Vision
Editeur: Springer; Springer London
470 Pages
Date de parution: 2009-05-27
London; GB
Langue: Anglais
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
Available
IX, 470 p.

BB; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Maschinelles Sehen, Bildverstehen; Verstehen; 3D; DT-MRI; Diffusion; Image Processing; Multi-dimensional Signal Processing; Tensor; image registration; signal processing; visualization; Computer Vision; Computer Imaging, Vision, Pattern Recognition and Graphics; Bildverarbeitung; EA; BC

Tensor signal processing is an emerging field with important applications to computer vision and image processing. However, tensor applications and tensor-processing tools arise from very different areas, and these advances are too often kept within the areas of knowledge where they were first employed. This book presents the state of the art in this new branch of signal processing, offering research and discussion by leading experts in the area. The broad coverage supplies an overview of cutting-edge research into the newest tensor-processing techniques and their application to different domains related to computer vision and image processing. The contents demonstrate how new challenges in computer vision and image processing lead to new procedures for dealing with tensors, which are more related to the tensor nature of the information itself than to a specific application. The book provides a unique perspective on tensor analysis that encompasses concepts from traditionally disparate areas of mathematics, physics and engineering, with a particular focus on practical applications. Topics and features: Describes the use of tensors and tensor field processing in a number of different applications Examines spherical tensor calculus for local adaptive filtering and geometric transformations of local structure tensors Contains contributions by internationally renowned authorities in the field Discusses the use of tensors in computer vision applications, such as camera models and multilinear applications Presents an entire section on medical imaging, describing applications from Diffusion Tensor Magnetic Resonance Imaging to strain tensor estimation in cardiac analysis and elastography imaging Explores issues of storage, visualization and interfaces with tensors This comprehensive text is an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing. Dr Santiago Aja-Fernández and Dr Rodrigo de Luis García are Associate Professors of Telecommunications Engineering at the Universidad de Valladolid. Dr Dacheng Tao is Nanyang Assistant Professor with the School of Computer Engineering at the Nanyang Technological University. Dr Xuelong Li is Senior Lecturer at Birkbeck, University of London.
Presents the state-of-the-art research in tensor signal processing with applications to computer vision and image processing, to provide an invaluable resource for readers in the field
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