 Multivariate Image Analysis
ISBN: 978-0-471-93001-3
Hardcover
330 pages
February 1997
US $390.00
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Images in the Natural Sciences and in Chemistry.
Medical Diagnostic Tools: Magnetic Resonance Imaging.
Principal Component Analysis with Basic Matrix Algebra and Statistics.
Preprocessing and Transformation of Images.
Principal Component Analysis on Multivariate Images.
Principal Component Analysis on Covariance and Correlation Matrices of Multivariate Images.
Visualization in Score Plots.
The Residual and Residual Images.
Local Models and Sampling.
Miscellaneous Examples.
Multivariate Image Analysis Applied to Magnetic Resonance Images.
Multivariate Image Regression.
Epilog.
References.
Index.
Plates.
Medical Diagnostic Tools: Magnetic Resonance Imaging.
Principal Component Analysis with Basic Matrix Algebra and Statistics.
Preprocessing and Transformation of Images.
Principal Component Analysis on Multivariate Images.
Principal Component Analysis on Covariance and Correlation Matrices of Multivariate Images.
Visualization in Score Plots.
The Residual and Residual Images.
Local Models and Sampling.
Miscellaneous Examples.
Multivariate Image Analysis Applied to Magnetic Resonance Images.
Multivariate Image Regression.
Epilog.
References.
Index.
Plates.
