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Biomedical image analysis : statistical and variational methods / by Aly A. Farag.

By: Material type: TextPublisher: Cambridge : Cambridge University Press, 2014Description: xxii, 464 pages ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780521196796 :
Subject(s): DDC classification:
  • 610.28 23
NLM classification:
  • WB 141
Contents:
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.
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Item type Current library Home library Call number Copy number Status Barcode
Books Chinhoyi University of Technology Libraries Chinhoyi University of Technology Libraries R 856 FAR (Browse shelf(Opens below)) c.043595 Available BK0053339

Includes bibliographical references and index.

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.

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