Tensors in Image Processing and Computer Vision

Tensor signal processing is an emerging field with important applications to computer vision and image processing. However, tensor applications and tensor-processing tools arise from very different areas, and these advances are too often kept within the areas of knowledge where they were first emplo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Aja-Fernández, Santiago (Editor ), de Luis Garcia, Rodrigo (Editor ), Tao, Dacheng (Editor ), Li, Xuelong (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Advances in Computer Vision and Pattern Recognition,
Temas:
Computer vision.
Image processing-Digital techniques.
Computer Vision.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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