Biosignal and medical image processing / John L. Semmlow.
By: Semmlow, John L.
Material type:
BookPublisher: Boca Raton : CRC Press, c2009Edition: 2nd ed.Description: xvii, 450 p. : ill. (some col.) ; 27 cm. + 1 CD-ROM (4 3/4 in.).ISBN: 9781420062304 (hbk. : alk. paper); 1420062301 (hbk. : alk. paper).Subject(s): 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 -- methodsDDC classification: 616.0754 Online resources: Table of contents only | Item type | Current location | Call number | Copy number | Status | Date due | Barcode | Item holds |
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Central Library, KUET On Display | 616.0754 SEM (Browse shelf) | 01 | Not For Loan | 3010048804 |
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.
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