Biomedical image analysis : statistical and variational methods /
Farag, Aly A.
Biomedical image analysis : statistical and variational methods / by Aly A. Farag. - Cambridge : Cambridge University, 2014. - xxii, 464 pages ; 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.
9780521196796 : $111.35
2014004719
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
Biomedical image analysis : statistical and variational methods / by Aly A. Farag. - Cambridge : Cambridge University, 2014. - xxii, 464 pages ; 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.
9780521196796 : $111.35
2014004719
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