Signal processing, image processing, and pattern recognition /
Banks, Stephen P., 1949-
Signal processing, image processing, and pattern recognition / Stephen Banks. - New York : Prentice Hall, 1990. - xiv, 410 p. : ill. ; ;24 cm. - Prentice Hall international series in acoustics, speech, and signal processing .
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.
0138125872
90007559
Image processing--Digital techniques
Pattern recognition systems.
621.3822
Signal processing, image processing, and pattern recognition / Stephen Banks. - New York : Prentice Hall, 1990. - xiv, 410 p. : ill. ; ;24 cm. - Prentice Hall international series in acoustics, speech, and signal processing .
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.
0138125872
90007559
Image processing--Digital techniques
Pattern recognition systems.
621.3822