statistical and variational methods Farag, Aly A. creator text bibliography enk Cambridge Cambridge University 2014 monographic eng

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xxii, 464 pages ; 26 cm. 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. by Aly A. Farag. Includes bibliographical references and index. Imaging systems in medicine Image analysis Image Interpretation, Computer-Assisted methods Biomedical Technology methods Image Processing, Computer-Assisted Information Theory Signal Processing, Computer-Assisted 610.28 WB 141 9780521196796 : 2014004719 140205 20230921135301.0 0000030864