Tensors in Image Processing and Computer Vision

Author:   Santiago Aja-Fernández ,  Rodrigo de Luis Garcia ,  Dacheng Tao ,  Xuelong Li
Publisher:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2009
ISBN:  

9781447168768


Pages:   470
Publication Date:   23 August 2016
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Tensors in Image Processing and Computer Vision


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Author:   Santiago Aja-Fernández ,  Rodrigo de Luis Garcia ,  Dacheng Tao ,  Xuelong Li
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2009
Dimensions:   Width: 15.50cm , Height: 2.50cm , Length: 23.50cm
Weight:   0.988kg
ISBN:  

9781447168768


ISBN 10:   1447168763
Pages:   470
Publication Date:   23 August 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

A Review of Tensors and Tensor Signal Processing.- A Review of Tensors and Tensor Signal Processing.- Tensors and Tensor Field Processing.- Segmentation of Tensor Fields: Recent Advances and Perspectives.- A 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: Numerical Solution Schemes.- Tensors in Image Processing.- Spherical Tensor Calculus for Local Adaptive Filtering.- On Geometric Transformations of Local Structure Tensors.- Tensors in Computer Vision.- Multi-View Matching Tensors from Lines for General Camera Models.- Binocular Full-Body Pose Recognition and Orientation Inference Using Multilinear Analysis.- Applications of Multiview Tensors in Higher Dimensions.- Constraints for the Trifocal Tensor.- Diffusion Tensor Imaging and Medical Applications.- Review of Techniques for Registration of Diffusion Tensor Imaging.- Practical and Intuitive 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?: Two New Algorithms.- Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration.- Strain Tensor Elastography: 2D and 3D Visualizations.- Storage, Visualization and Interfaces.- Similar Tensor Arrays – A Framework for Storage of Tensor Array Data.- User Interfaces to Interact with Tensor Fields.- T-flash: Tensor Visualization in Medical Studio.- DT-MRI Connectivity and/or Tractography?: Two New Algorithms.

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