TY - BOOK AU - Farag,Aly A. TI - Biomedical image analysis: statistical and variational methods SN - 9780521196796 : U1 - 610.28 23 PY - 2014/// CY - Cambridge PB - Cambridge University Press KW - Imaging systems in medicine KW - Image analysis KW - Image Interpretation, Computer-Assisted KW - methods KW - Biomedical Technology KW - Image Processing, Computer-Assisted KW - Information Theory KW - Signal Processing, Computer-Assisted N1 - 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 ER -