Pattern Recognition

Concepts, Methods and Applications

J.P. Marques de Sá (Autor)

Media-Kombination

XIX, 318 Seiten

2001
Springer Berlin
978-3-540-42297-6 (ISBN)

Infos

The book provides a comprehensive view of Pattern Recognition concepts and methods, illustrated with real-life applications in several areas. It is appropriate as a textbook of Pattern Recognition courses and also for professionals and researchers who need to apply Pattern Recognition techniques. These are explained in a unified an innovative way, with multiple examples enhacing the clarification of concepts and the application of methods. Recent methods and results in Pattern Recognition are also presented in a clear way. A CD-ROM offered with the book includes datasets and software tools, making it easier for the reader to follow the taught matters in a hands-on fashion right from the start.

Inhalt

Basic Notions.- Pattern Discrimination.- Data Clustering.- Statistical Classification.- Neural Networks.- Structural Pattern Recognition.- Appendix A - CD Datatsets.- Appendix B - CD Tools.- Appendix C - Orthonormal Transformation.- Index.

Produkt-Details

• Erscheint lt. Verlag: 12.9.2001
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 628 g
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Image Analysis • Image Processing • Mustererkennung • Pattern Analysis • pattern recognition
• ISBN-10: 3-540-42297-8 / 3540422978
• ISBN-13: 978-3-540-42297-6 / 9783540422976
• Zustand: Neuware