Pattern Recognition and Image Preprocessing

Sing-Tze Bow

ISBN 10: 0824706595 / ISBN 13: 9780824706593

Published by Taylor & Francis Group, 2002

About this Item

pp. xvi + 698 2nd Edition. Seller Inventory # 261816943

Bibliographic Details

Title: Pattern Recognition and Image Preprocessing

Publisher: Taylor & Francis Group

Publication Date: 2002

Binding: Hardcover

Condition: New

Edition: 2nd Edition

About this title

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.

About the Author:

Sing T. Bow