Pattern Recognition and Image Preprocessing

2nd Edition

Sing T. Bow

CRC Press
Published January 11, 2002
Reference - 720 Pages
ISBN 9780824706593 - CAT# DK1884
Series: Signal Processing and Communications

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Summary

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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