Biosignal and medical image processing. MATLAB based applications

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 6 Preface 8 Contents 14 1.Introduction 20 2.Basic Concepts 50 3.Spectral Analysis: Classical Methods 80 4.Digital Filters 106 5.Spectral Analysis: Modern Techniques 144 6.Time–Frequency Analysis 166 7.Wavelet Analysis 196 8.Advanced Signal Processing Techniques: Optimal and Adaptive Filters 232 9.Multivariate Analyses: Principal Component Analysis and Independent Component Analysis 262 10.Fundamentals of Image Processing: MATLAB Image Processing Toolbox 290 11.Image Processing: Filters, Transformations, and Registration 322 12.Image Segmentation 362 13.Image Reconstruction 394 Annotated Bibliography 428 Index 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)