Pattern recognition and image preprocessing

Incluye bibliografía. --

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.