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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)

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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.

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.

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