Pattern Recognition and Image Preprocessing

Bow Sing-Tze

ISBN 10: 0824706595 / ISBN 13: 9780824706593

Editore: Taylor & Francis Group, 2002

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pp. xvi + 698 Illus. This item is printed on demand. Codice articolo 7079600

Dati bibliografici

Titolo: Pattern Recognition and Image Preprocessing

Casa editrice: Taylor & Francis Group

Data di pubblicazione: 2002

Legatura: Rilegato

Condizione: New

Edizione: seconda edizione

Descrizione articolo

Riassunto:

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.

Informazioni sull?autore:

Sing T. Bow