Pattern Recognition and Image Preprocessing
Book Details
Format
Hardback or Cased Book
Book Series
Signal Processing and Communications
ISBN-10
0824706595
ISBN-13
9780824706593
Publisher
Taylor & Francis Inc
Imprint
CRC Press Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Jan 11th, 2002
Print length
720 Pages
Weight
1,089 grams
Product Classification:
Neural networks & fuzzy systemsPattern recognitionSignal processingImage processing
Ksh 62,100.00
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Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this title discusses dimensionality reduction and feature selection; computer system architectures; algorithms for solutions to common roadblocks in data processing; and, computing models including the Hamming net and the Hopfield net.
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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