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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Biomedical image analysis : statistical and variational methods by Aly A. Farag. ISBN 9780521196796. Published by Cambridge University Press in 2014. Publication and catalogue information, links to buy online and reader comments.
