Biosignal and medical image processing /

Bibliographic Details
Main Author:	Semmlow, John L.
Format:	Book
Language:	English
Published:	Boca Raton : CRC Press, [2009]
Edition:	Second edition.
Subjects:	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.

Table of Contents:

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.