TY - BOOK AU - Farag, Aly A., TI - Biomedical image analysis: statistical and variational methods SN - 0521196795 (hardback : alk. paper) AV - R856 .F37 2014 U1 - 610.28 23 PY - 2014/// CY - Cambridge, United Kingdom 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 -