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Pattern Recognition and Image Preprocessing

2nd Edition
Pattern Recognition and Image Preprocessing Image

Book Details:

Publisher:CRC Press
Series: CRC Press
Author:Sing-Tze Bow
Edition:2
ISBN-10:0824706595
ISBN-13:9780824706593
Pages:720
Published:Jan 11 2002
Posted:Nov 19 2014
Language:English
Book format:PDF
Book size:37.15 MB

Book Description:

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.

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