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Author IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2008 : Anchorage, Alaska)

Title Tensors in image processing and computer vision / Santiago Aja-Fernández [and others], editors
Published London : Springer, [2009]
©2009
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Description 1 online resource (ix, 470 pages) : illustrations (some color)
Series Advances in pattern recognition, 1617-7916
Advances in pattern recognition.
Contents 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
Summary Tensor signal processing is an emerging field with important applications to computer vision and image processing. This text 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
Notes "This book started after the Tensor Workshop held at the IEEE Computer Society Conference on Computer Vision and Pattern Recognition held in Anchorage, Alaska, in June 2008"--Preface
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Tensor products -- Congresses.
Signal processing -- Congresses.
Image processing -- Congresses.
Computer vision -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Aja-Fernández, Santiago.
LC no. 2009926807
ISBN 9781848822993 (ebook)
1848822995 (ebook)
9781848822986 (Cloth)
1848822987 (Cloth)