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Farag, Aly A.,

Biomedical image analysis : statistical and variational methods / Textual Documents Aly A. Farag, University of Louisville. - xxii, 464 pages : illustrations ; 26 cm

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.

ISBN: 0521196795 (hardback : alk. paper) 9780521196796 (hardback : alk. paper)

LCCN: 2014004719

Subjects--Topical Terms:
Imaging systems in medicine.
Image analysis.
Image Interpretation, Computer-Assisted--methods.
Biomedical Technology--methods.
Image Processing, Computer-Assisted.
Information Theory.
Signal Processing, Computer-Assisted.

LC Class. No.: R856 / .F37 2014

Dewey Class. No.: 610.28

National Library of Medicine Call No.: WB 141