Relying heavily on MATLAB® problems and examples, as well as simulated data, this text/reference surveys a vast array of signal and image processing tools for biomedical applications, providing a working knowledge of the technologies addressed while showcasing valuable implementation procedures, common pitfalls, and essential application concepts. The first and only textbook to supply a hands-on tutorial in biomedical signal and image processing, it offers a unique and proven approach to signal processing instruction, unlike any other competing source on the topic. The text is accompanied by a CD with support data files and software including all MATLAB examples and figures found in the text.
Author(s): John L. Semmlow
Series: Signal Processing and Communications
Edition: 1
Publisher: CRC Press
Year: 2004
Language: English
Pages: 443
Series Introduction......Page 6
Preface......Page 8
Contents......Page 14
1.Introduction......Page 20
2.Basic Concepts......Page 50
3.Spectral Analysis: Classical Methods......Page 80
4.Digital Filters......Page 106
5.Spectral Analysis: Modern Techniques......Page 144
6.Time–Frequency Analysis......Page 166
7.Wavelet Analysis......Page 196
8.Advanced Signal Processing Techniques: Optimal and Adaptive Filters......Page 232
9.Multivariate Analyses: Principal Component Analysis and Independent Component Analysis......Page 262
10.Fundamentals of Image Processing: MATLAB Image Processing Toolbox......Page 290
11.Image Processing: Filters, Transformations, and Registration......Page 322
12.Image Segmentation......Page 362
13.Image Reconstruction......Page 394
Annotated Bibliography......Page 428
Index......Page 432
