Nonparametric decision theoretic classification
Nonparametric (distribution-free) training of discriminant functions
Statistical discriminant functions
Clustering analysis and nonsupervised learning
Dimensionality reduction and feature selection
Neural networks and their applications in pattern recognition
Image transform and preprocessing in the transform domain
Preprocessing in the spatial domain
Pictorial data preprocessing and shape analysis
Exemplary applications
Computer system architectures for image processing and pattern recognition. App. A: Digitized images
B: Image model and discrete mathematics
C: Digital image fundamentals
D: Matrix manipulation
E: Eigenvectors and eigenvalues of an operator
F: Notation.