Adonia Verlag: Tensors in Image Processing and Computer VisionSpringer

Tensors in Image Processing and Computer Vision

Advances in Pattern Recognition, Advances in Computer Vision and Pattern Recogni
Springer
ISBN 9781848822986
Gebunden/Hardcover
CHF 171.90
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InhaltsangabeA 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 and J.P. Thiran Part I: Tensors and Tensor Field Processing Segmentation of Tensor Fields: Recent Advances and Perspectives

Rodrigo de Luis-García and Carlos Alberola-López and Carl-Fredrik Westin A Variational Approach to the Registration of Tensor-Valued Images

Sebastiano Barbieri, Martin Welk and Joachim Weickert Quality Assessment of Tensor Images

Emma MuñozMoreno, Santiago AjaFernández and Marcos MartinFernandez Algorithms for Nonnegative Tensor Factorization

Stefanos Zafeiriou PDE-based Morphology for Matrix Fields: Numerical Solution Schemes

Bernhard Burgeth, Michael Breuß, Stephan Didas and Joachim Weickert Part II: Tensors in Image Processing Spherical Tensor Calculus for Local Adaptive Filtering

Marco Reisert and Hans Burkhardt On Geometric Transformations of Local Structure Tensors

Björn Svensson, Anders Brun, Mats Andersson and Hans Knutsson Part III: Tensors in Computer Vision Multi-view Matching Tensors from Lines for General Camera Models

Simone Gasparini and Peter Sturm Binocular Full-body Pose Recognition and Orientation Inference Using Multilinear Analysis

Bo Peng and Gang Qian Applications of Multiview Tensors in Higher Dimensions

Marina Bertolini, GianMario Besana and Cristina Turrini Constraints for the Trifocal Tensor

Alberto Alzati and AlfonsoTortora Part IV: Diffusion Tensor Imaging and Medical Applications Review of Techniques for Registration of Diffusion Tensor Imaging

Emma MuñozMoreno, Rubén CárdenesAlmeida and Marcos MartinFernandez Practical and Intuitive Basis for Tensor Field Processing with Invariant Gradients and Rotation Tangents

Gordon L. Kindlmann and Carl-Fredrik Westin From Second to Higher Order Tensors in Diffusion-MRI

Aurobrata Ghosh and Rachid Deriche DT-MRI Connectivity and/or Tractography: Two New Algorithms

Burak Acar and Erdem Yörük 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 and Carlos Alberola López Strain Tensor Elastography: 2D and 3D Visualizations

Darío SosaCabrera, Karl Krissian, Javier GonzálezFernández, Luis GómezDéniz, Eduardo Rovaris, Carlos CastañoMoraga and Juan RuizAlzola Part V: Storage, Visualization and Interfaces Similar Tensor Arrays: A Framework for Storage of Tensor Array Data 407

Anders Brun, Marcos Martin-Fernandez, Burak Acar, Emma Munoz-Moreno, Leila Cammoun, Andreas Sigfridsson, Dario Sosa-Cabrera, Björn Svensson, Magnus Herberthson and Hans Knutsson User Interfaces to Interact with Tensor Fields

Susana Merino-Caviedes and Marcos Martín-Fernández T-flash: Tensor Visualization in Medical Studio

J. Wiklund, V. Nicolas, P. Rondao, M. Andersson and H. Knutsson
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