Techniques and Applications of Hyperspectral Image Analysis

Preface.
List of Contributors.
List of Abbreviations.
1 Multivariate Images, Hyperspectral Imaging: Background andEquipment (Paul L. M. Geladi, Hans F. Grahn and James E.Burger).
2 Principles of Multivariate Image Analysis (MIA) in RemoteSensing, Technology and Industry (Kim H. Esbensen andThorbjørn T. Lied).
3 Clustering and Classification in Multispectral Imaging forQuality Inspection of Postharvest Products (Jacco C. Noordam andWillie H. A. M. van den Broek).
4 Self-modeling Image Analysis with SIMPLISMA (Willem Windig,Sharon Markel and Patrick M. Thompson).
5 Multivariate Analysis of Spectral Images Composed of CountData (Michael R. Keenan).
6 Hyperspectral Image Data Conditioning and Regression Analysis(James E. Burger and Paul L. M. Geladi).
7 Principles of Image Cross-validation (ICV): RepresentativeSegmentation of Image Data Structures (Kim H. Esbensen andThorbjørn T. Lied).
8 Detection, Classification, and Quantification in HyperspectralImages Using Classical Least Squares Models (Neal B.Gallagher).
9 Calibration Standards and Image Calibration (Paul L. M.Geladi).
10 Multivariate Movies and their Applications in Pharmaceuticaland Polymer Dissolution Studies (Jaap van der Weerd and SergeiG. Kazarian).
11 Multivariate Image Analysis of Magnetic Resonance Images:Component Resolution with the Direct Exponential Curve ResolutionAlgorithm (DECRA) (Brian Antalek, Willem Windig and Joseph P.Hornak).
12 Hyperspectral Imaging Techniques: an Attractive Solution forthe Analysis of Biological and Agricultural Materials (VincentBaeten, Juan Antonio Fernández Pierna and PierreDardenne).
13 Application of Multivariate Image Analysis in NuclearMedicine: Principal Component Analysis (PCA) on Dynamic Human BrainStudies with Positron Emission Tomography (PET) for Discriminationof Areas of Disease at High Noise Levels (Pasha Razifar and MatsBergström).
14 Near Infrared Chemical Imaging: Beyond the Pictures (E.Neil Lewis, Janie Dubois, Linda H. Kidder and Kenneth S.Haber).
Index.