Pattern Recognition and Image Preprocessing

Buch | Hardcover

720 Seiten

2023 | 2nd New edition
CRC Press (Verlag)
978-1-138-58222-4 (ISBN)

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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.

Erscheint lt. Verlag	31.12.2023
Reihe/Serie	Signal Processing and Communications
Verlagsort	London
Sprache	englisch
Maße	152 x 229 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Technik ► Nachrichtentechnik
ISBN-10	1-138-58222-0 / 1138582220
ISBN-13	978-1-138-58222-4 / 9781138582224
Zustand	Neuware