Cover image for Biosignal and Medical Image Processing
Title:
Biosignal and Medical Image Processing
Author:
Semmlow, John L., author.
ISBN:
9780429215810
Edition:
Second edition.
Physical Description:
1 online resource (448 pages)
Contents:
chapter 1 Introduction -- chapter 2 Basic Concepts -- chapter 3 Spectral Analysis: Classical Methods -- chapter 4 Digital Filters -- chapter 5 Spectral Analysis: Modern Techniques -- chapter 6 Time-Frequency Methods -- chapter 7 The Wavelet Transform -- chapter 8 Advanced Signal Processing Techniques: Optimal and Adaptive Filters -- chapter 9 Multivariate Analyses: Principal Component Analysis and Independent Component Analysis -- chapter 10 Fundamentals of Image Processing: MATLAB Image Processing Toolbox -- chapter 11 Image Processing: Filters, Transformations, and Registration -- chapter 12 Image Segmentation -- chapter 13 Image Reconstruction.
Abstract:
Relying heavily on MATLABproblems 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.
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