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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


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.

616.0754

Khulna University of Engineering & Technology

Funded by: HEQEP, UGC, Bangladesh