Biomedical image analysis : statistical and variational methods /

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Farag, Aly A. (Συγγραφέας)
Μορφή: Printed Book
Γλώσσα:English
Έκδοση: Cambridge, United Kingdom : Cambridge University Press, 2014.
Θέματα:
Imaging systems in medicine.
Image analysis.
Image Interpretation, Computer-Assisted > methods.
Biomedical Technology > methods.
Image Processing, Computer-Assisted.
Information Theory.
Signal Processing, Computer-Assisted.
Πίνακας περιεχομένων:
  • Overview of biomedical image analysis
  • Overview of two-dimensional signals and systems
  • Biomedical imaging modalities
  • Random variables
  • Random processes
  • Basics of random fields
  • Probability density estimation by linear models
  • Basics of topology and computational geometry
  • Geometric features extraction
  • Variational approaches and level sets
  • Segmentation - statistical approach
  • Segmentation - variational approach
  • Basics of registration
  • Variational methods for shape registrations
  • Statistical models of shape and appearance.

Παρόμοια τεκμήρια