Handbook of Mathematical Methods in Imaging

Bibliografske podrobnosti
Korporativna značnica: SpringerLink (Online service)
Drugi avtorji: Scherzer, Otmar (Editor)
Izvleček:XVIII, 455 p. 150 illus.
text
Jezik:angleščina
Izdano: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2020.
Teme:
Online dostop:https://doi.org/10.1007/978-3-642-27795-5
Format: Elektronski Knjiga
Kazalo:
  • Introduction
  • Part 1: Inverse Problems
  • Tomography
  • MR DTI
  • Hybrid Methods
  • Nonlinear Inverse Problems
  • EIT
  • Scattering
  • Sampling Methods
  • Expansion Methods
  • Regularization Methods for Ill-Posed Problems
  • Iterative Solution Methods
  • Wave Phenomena
  • Seismic
  • Radar
  • Ultrasound
  • Part 2: Signal and Image Processing
  • Morphological Image Processing
  • Learning, Classification, Data Mining
  • Partial Differential Equations
  • Variational Methods for Image Analysis
  • Level Set Methods Including Fast Marching Methods
  • Segmentation
  • Registration, Optical Flow
  • Duality and Convex Minimization
  • Spline, Statistics
  • Wavelets
  • Fourier Analysis
  • Compressed Sensing
  • Geometry Processing
  • Compression
  • Computational Geometry
  • Shape Spaces
  • PDEs and Variational Methods on Manifold
  • References
  • Subject Index.