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Biomedical image analysis : statistical and variational methods / Aly A. Farag, University of Louisville. Textual Documents

By: Material type: TextTextLanguage: English Publisher: Cambridge, United Kingdom : Cambridge University Press, 2014Description: xxii, 464 pages : illustrations ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 0521196795 (hardback : alk. paper)
  • 9780521196796 (hardback : alk. paper)
Subject(s): DDC classification:
  • 23 610.28
LOC classification:
  • R856 .F37 2014
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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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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