Pattern recognition and image preprocessing
| Autor Principal: | |
|---|---|
| Formato: | Libro |
| Lengua: | inglés |
| Datos de publicación: |
Nueva York :
Marcel Dekker,
c1992
|
| Edición: | 1st ed. |
| Series: | Electrical engineering and electronics
77 |
| Temas: | |
| Acceso en línea: | Consultar en el Cátalogo |
| Notas: | Incluye bibliografía. -- |
| Descripción Física: | xi, 558 p. : il. ; 22 cm. |
| ISBN: | 0824785835 |
Tabla de Contenidos:
- 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.