Biosignal and medical image processing - Semmlow, John L. (Boca Raton : CRC Press, 2009)
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.
Includes bibliographical references (p. 433-435) and index.
Keywords: 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