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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Aja-Fernández, Santiago (Επιμελητής έκδοσης), Luis García, Rodrigo de (Επιμελητής έκδοσης), Tao, Dacheng (Επιμελητής έκδοσης), Li, Xuelong (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: London : Springer London, 2009.
Έκδοση:1.
Σειρά:Advances in Pattern Recognition,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.