Biosignal and Medical Image Processing: MATLAB-Based Applications (Signal Processing and Communications)

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. 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 A textbook for a one-semester course combining signal and image processing for graduate and advanced undergraduate students in biomedical engineering. Students are assumed to have some knowledge of the MATLAB software package. Annotation 2004 Book News, Inc., Portland, OR (booknews.com)