| Description |
1 online resource (ix, 470 pages) : illustrations (some color) |
| Series |
Advances in pattern recognition, 1617-7916 |
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Advances in pattern recognition.
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| 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
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Signal processing -- Congresses
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Image processing -- Congresses
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Computer vision -- Congresses
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TECHNOLOGY & ENGINEERING -- Imaging Systems.
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Informatique.
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Computer vision
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Image processing
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Signal processing
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Tensor products
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Aja-Fernández, Santiago.
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| ISBN |
9781848822993 |
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1848822995 |
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9781848822986 |
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1848822987 |
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