Signal processing, image processing, and pattern recognition / Stephen Banks.
By: Banks, Stephen P.
Material type: BookSeries: Prentice Hall international series in acoustics, speech, and signal processing.Publisher: New York : Prentice Hall, 1990Description: xiv, 410 p. : ill. ; ;24 cm.ISBN: 0138125872 .Subject(s): Image processing -- Digital techniques | Pattern recognition systemsDDC classification: 621.3822Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
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General Lending | MTU Bishopstown Library Lending | 621.3822 (Browse shelf(Opens below)) | 1 | Available | 00025848 |
Includes bibliographical references and index.
Part I: One-dimensional digital signal processing -- Discrete signals and systems -- Design of nonrecursive filters -- The discrete and fast fourier transforms -- Analog filter design -- Design of recursive filters -- Quantization effects in filters -- Hardware and software implementation -- Part II: Two-dimensional signal processing -- Two-dimensional discrete systems -- Stability of two-dimensional systems -- Design of two-dimensional filters -- Introduction to digital image processing -- Sampling and data compression -- Picture enhancement, restoration and analysis -- Hardware and software implementation -- Part III: Pattern recognition -- Introduction to pattern recognition -- Decision functions -- Statistical decision theory -- Cluster analysis and unsupervised learning -- Feature selection -- Syntactic methods -- Neural networks.