Biosignal and medical image processing John L. Semmlow
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TextLanguage: eng Publication details: Boca Raton : CRC Press, 2009Edition: 2nd edDescription: xvii, 450 p. ; 27 cmISBN: 9781420062304 : ; 1420062301 : Subject(s): Imaging systems--Medicine | Image processing | Diagnostic imaging | Image processing--Computer-Assisted | Signal processing--Computer-Assisted | Biosensing techniques | Image Interpretation--Computer-AssistedDDC classification: 616.0754 SEM Online resources: Click here to access online | Item type | Current library | Call number | Status | Date due | Barcode |
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Mysore University Main Library | 616.0754 SEM (Browse shelf (Opens below)) | Available | 461391 |
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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