Semmlow, John L
Biosignal and medical image processing /
John L. Semmlow
- 2nd ed.
- Boca Raton : CRC Press, 2009
- xvii, 450 p. : ill. (some col.) ; 27 cm. + 1 CD-ROM (4 3/4 in.)
Book is accompanied by one CD, entitled'Biosignal and medical image processing' bearing the same call number and available at Bahagian Koleksi Media
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
ISBN: 9781420062304 (hbk. : alk. paper) RM232.74 1420062301 (hbk. : alk. paper)
Subjects--Topical Terms: 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