Multivariate image analysis /
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| Author / Creator: | Geladi, Paul. |
|---|---|
| Imprint: | Chichester ; New York : Wiley, c1996. |
| Description: | xiii, 316 p., [16] p. of plates : ill. (some col.) ; 24 cm. |
| Language: | English |
| Subject: | Image processing -- Statistical methods. Multivariate analysis. Image processing -- Statistical methods. Multivariate analysis. |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/2687555 |
Table of Contents:
- 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
