Pattern Recognition and Image Preprocessing - Hardcover

 
9781138582224: Pattern Recognition and Image Preprocessing

Synopsis

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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Other Popular Editions of the Same Title

9780824706593: Pattern Recognition and Image Preprocessing: 14 (Signal Processing and Communications)

Featured Edition

ISBN 10:  0824706595 ISBN 13:  9780824706593
Publisher: CRC Press, 2002
Hardcover