Bow Pattern Recognition and Image Preprocessing

2. Auflage 2002
ISBN: 978-1-135-56106-2
Verlag: Taylor & Francis
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 720 Seiten

Reihe: Signal Processing and Communications

Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection, novel computer system architectures, proven algorithms for solutions to common roadblocks in data processing, computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net, detailed appendices with data sets illustrating key concepts in the text, and more.

Zielgruppe

Electrical, electronics, optical, and industrial design engineers; applied mathematicians; computer scientists; and research and development personnel; and an informative text for upper-level undergraduate and graduate students in these disciplines.

Autoren/Hrsg.

Bow, Sing T.

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung