Biosignal and medical image processing /
Semmlow, John L.
Biosignal and medical image processing / John L. Semmlow. - 2nd ed. - Boca Raton : CRC Press, c2009. - xvii, 450 p. : ill. (some col.) ; 27 cm. + 1 CD-ROM (4 3/4 in.)
Includes bibliographical references (p. 433-435) and index.
Introduction -- Basic concepts -- Spectral analysis : classical methods -- Digital filters -- Spectral analysis : modern techniques -- Time-frequency analysis -- Wavelet analysis -- Advanced signal processing techniques : optimal and adaptive filters -- Multivariate analyses : principal component analysis and independent component analysis -- Fundamentals of image processing : MATLAB image processing toolbox -- Spectral analysis : the Fourier transform -- Image segmentation -- Image reconstruction -- Classification I : linear discriminant analysis and support vector machines -- Adaptive neural nets.
9781420062304 (hbk. : alk. paper) 1420062301 (hbk. : alk. paper)
2008017810
101471667 DNLM
Imaging systems in medicine.
Image processing.
Diagnostic imaging--Digital techniques.
Image Processing, Computer-Assisted--methods.
Signal Processing, Computer-Assisted--instrumentation.
Biosensing Techniques.
Image Interpretation, Computer-Assisted--methods.
R857.O6 / S463 2009
616.0754
2008 N-338 QT 26.5 / S472b 2009
Biosignal and medical image processing / John L. Semmlow. - 2nd ed. - Boca Raton : CRC Press, c2009. - xvii, 450 p. : ill. (some col.) ; 27 cm. + 1 CD-ROM (4 3/4 in.)
Includes bibliographical references (p. 433-435) and index.
Introduction -- Basic concepts -- Spectral analysis : classical methods -- Digital filters -- Spectral analysis : modern techniques -- Time-frequency analysis -- Wavelet analysis -- Advanced signal processing techniques : optimal and adaptive filters -- Multivariate analyses : principal component analysis and independent component analysis -- Fundamentals of image processing : MATLAB image processing toolbox -- Spectral analysis : the Fourier transform -- Image segmentation -- Image reconstruction -- Classification I : linear discriminant analysis and support vector machines -- Adaptive neural nets.
9781420062304 (hbk. : alk. paper) 1420062301 (hbk. : alk. paper)
2008017810
101471667 DNLM
Imaging systems in medicine.
Image processing.
Diagnostic imaging--Digital techniques.
Image Processing, Computer-Assisted--methods.
Signal Processing, Computer-Assisted--instrumentation.
Biosensing Techniques.
Image Interpretation, Computer-Assisted--methods.
R857.O6 / S463 2009
616.0754
2008 N-338 QT 26.5 / S472b 2009