Biosignal and medical image processing

Bibliographic Details
Main Author:	Semmlow, John L. (Author)
Format:	Book
Language:	English
Published:	Boca Raton : CRC Press , c2009
Edition:	2nd ed
Subjects:	Diagnostic imaging > Digital techniques Image processing Imaging systems in medicine Image Processing, Computer-Assisted > methods Signal Processing, Computer-Assisted > instrumentation Biosensing Techniques Image Interpretation, Computer-Assisted > methods

Table of Contents:

1. Introduction
2. Basic concepts
3. Spectral analysis: classical methods
4. Digital filters
5. Spectral analysis: modern techniques
6. Time-frequency analysis
7. Wavelet analysis
8. Advanced signal processing techniques: optimal and adaptive filters
9. Mutivariate analyses: principal component analysis and independent component analysis
10. Fundamentals of image processing: MATLAB image processing toolbox
11. Spectral analysis: the fourier transform
12. Image segmentation
13. Image reconstruction
14. Classification I: linear discriminant analysis and support vector machines
15. Adaptive neural nets

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