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Aja-Fernández, Santiago

Tensors in Image Processing and Computer Vision

Aja-Fernández, Santiago - Tensors in Image Processing and Computer Vision, ebook

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ISBN: 9781848822993
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Table of contents

1. A Review of Tensors and Tensor Signal Processing
L. Cammoun, C.A. Castaño-Moraga, E. Muñoz-Moreno, D. Sosa-Cabrera, B. Acar, M.A. Rodriguez-Florido, A. Brun, H. Knutsson, J. P. Thiran

Part I. Tensors and Tensor Field Processing

2. Segmentation of Tensor Fields: Recent Advances and Perspectives
Rodrigo Luis-García, Carlos Alberola-López, Carl-Fredrik Westin

3. A Variational Approach to the Registration of Tensor-Valued Images
Sebastiano Barbieri, Martin Welk, Joachim Weickert

4. Quality Assessment of Tensor Images
Emma Muñoz-Moreno, Santiago Aja-Fernández, Marcos Martin-Fernandez

5. Algorithms for Nonnegative Tensor Factorization
Stefanos Zafeiriou

6. PDE-based Morphology for Matrix Fields: Numerical Solution Schemes
Bernhard Burgeth, Michael Breuß, Stephan Didas, Joachim Weickert

Part II. Tensors in Image Processing

7. Spherical Tensor Calculus for Local Adaptive Filtering
Marco Reisert, Hans Burkhardt

8. On Geometric Transformations of Local Structure Tensors
Björn Svensson, Anders Brun, Mats Andersson, Hans Knutsson

Part III. Tensors in Computer Vision

9. Multi-View Matching Tensors from Lines for General Camera Models
Simone Gasparini, Peter Sturm

10. Binocular Full-Body Pose Recognition and Orientation Inference Using Multilinear Analysis
Bo Peng, Gang Qian

11. Applications of Multiview Tensors in Higher Dimensions
Marina Bertolini, GianMario Besana, Cristina Turrini

12. Constraints for the Trifocal Tensor
Alberto Alzati, Alfonso Tortora

Part IV. Diffusion Tensor Imaging and Medical Applications

13. Review of Techniques for Registration of Diffusion Tensor Imaging
Emma Muñoz-Moreno, Rubén Cárdenes-Almeida, Marcos Martin-Fernandez

14. Practical and Intuitive Basis for Tensor Field Processing with Invariant Gradients and Rotation Tangents
Gordon L. Kindlmann, Carl-Fredrik Westin

15. From Second to Higher Order Tensors in Diffusion-MRI
Aurobrata Ghosh, Rachid Deriche

16. DT-MRI Connectivity and/or Tractography?: Two New Algorithms
Burak Acar, Erdem Yörük

17. Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration
Gonzalo Vegas Sánchez-Ferrero, Antonio Tristán Vega, Lucilio Cordero Grande, Pablo Casaseca de la Higuera, Santiago Aja Fernández, Marcos Martín Fernández, Carlos Alberola López

18. Strain Tensor Elastography: 2D and 3D Visualizations
Darío Sosa-Cabrera, Karl Krissian, Javier González-Fernández, Luis Gómez-Déniz, Eduardo Rovaris, Carlos Castaño-Moraga, Juan Ruiz-Alzola

Part V. Storage, Visualization and Interfaces

19. Similar Tensor Arrays – A Framework for Storage of Tensor Array Data
Anders Brun, Marcos Martin-Fernandez, Burak Acar, Emma Munoz-Moreno, Leila Cammoun, Andreas Sigfridsson, Dario Sosa-Cabrera, Björn Svensson, Magnus Herberthson, Hans Knutsson

20. User Interfaces to Interact with Tensor Fields
Susana Merino-Caviedes, Marcos Martín-Fernández

21. T-flash: Tensor Visualization in Medical Studio
J. Wiklund, V. Nicolas, P. Rondao, M. Andersson, H. Knutsson

Keywords: Computer Science, Image Processing and Computer Vision, Computer Imaging, Vision, Pattern Recognition and Graphics

Author(s)
 
 
 
Publisher
Springer
Publication year
2009
Language
en
Edition
1
Series
Advances in Pattern Recognition
Page amount
479 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781848822993

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