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Tensors in Image Processing and Computer Vision (Advances in Computer Vision and Pattern Recognition) - Santiago Aja-Fernández, Rodrigo de Luis Garcia, Dacheng Tao, Xuelong Li
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[SR: 4053053], Hardcover, [EAN: 9781848822986], Springer, Springer, Book, [PU: Springer], Springer, 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., 3895, Machine Vision, 3887, Artificial Intelligence, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 4134, Graphic Design, 4135, 3D Graphics, 6133990011, Adobe Creative Suite, 4075, CAD, 379382011, Data & Information Visualization, 4094, Desktop Publishing, 4097, Electronic Documents, 4156, Printing, 3937, Rendering & Ray Tracing, 5, Computers & Technology, 1000, Subjects, 283155, Books, 132552011, Pattern Recognition, 3870, Algorithms, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3916, Graphics & Multimedia, 3922, DirectX, 295229, Flash, 3926, GIS, 3935, OpenGL, 3939, Solid Works, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 491308, Graphics & Visualization, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Tensor signal processing is an emerging field with important applications to computer vision and image processing. Tensors in Image Processing and Computer Vision: Tensor signal processing is an emerging field with important applications to computer vision and image processing. Computers - Other Applications COMPUTERS / Image Processing COMPUTERS / Computer Vision & Pattern Recognition, SPRINGER VERLAG GMBH

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Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the developments in this branch of signal processing, offering research and discussions by experts in the area. It is suitable for advanced students working in the area of computer vision and image processing. Computers Computers eBook, Springer

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Tensors in Image Processing and Computer Vision - gebunden oder broschiert

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Tensors in Image Processing and Computer Vision
Autor:

Santiago Aja-Fernández

Titel:

Tensors in Image Processing and Computer Vision

ISBN-Nummer:

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.

Detailangaben zum Buch - Tensors in Image Processing and Computer Vision


EAN (ISBN-13): 9781848822986
ISBN (ISBN-10): 1848822987
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Springer-Verlag GmbH
470 Seiten
Gewicht: 0,940 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 20.02.2009 01:22:42
Buch zuletzt gefunden am 06.03.2017 11:19:24
ISBN/EAN: 9781848822986

ISBN - alternative Schreibweisen:
1-84882-298-7, 978-1-84882-298-6

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