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Biosignal and Medical Image Processing, Second Edition (Signal Processing and Communications), by John L. Semmlow
Download Biosignal and Medical Image Processing, Second Edition (Signal Processing and Communications), by John L. Semmlow
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A Practical Guide to Signal Processing Methodology
Just as a cardiologist can benefit from an oscilloscope-type display of the ECG without a deep understanding of electronics, an engineer can benefit from advanced signal processing tools without always understanding the details of the underlying mathematics. Through the use of extensive MATLAB® examples and problems, Biosignal and Medical Image Processing, Second Edition provides readers with the necessary knowledge to successfully evaluate and apply a wide range of signal and image processing tools.
The book begins with an extensive introductory section and a review of basic concepts before delving into more complex areas. Topics discussed include classical spectral analysis, basic digital filtering, advanced spectral methods, spectral analysis for time-variant spectrums, continuous and discrete wavelets, optimal and adaptive filters, and principal and independent component analysis. In addition, image processing is discussed in several chapters with examples taken from medical imaging. Finally, new to this second edition are two chapters on classification that review linear discriminators, support vector machines, cluster techniques, and adaptive neural nets.
Comprehensive yet easy to understand, this revised edition of a popular volume seamlessly blends theory with practical application. Most of the concepts are presented first by providing a general understanding, and second by describing how the tools can be implemented using the MATLAB software package.
Through the concise explanations presented in this volume, readers gain an understanding of signal and image processing that enables them to apply advanced techniques to applications without the need for a complex understanding of the underlying mathematics.
A solutions manual is available for instructors wishing to convert this reference to classroom use.
- Sales Rank: #3219801 in Books
- Brand: Brand: CRC Press
- Published on: 2008-10-24
- Original language: English
- Number of items: 1
- Dimensions: .90" h x 7.20" w x 10.10" l, 2.50 pounds
- Binding: Hardcover
- 472 pages
- Used Book in Good Condition
About the Author
Rutgers University, Piscataway, New Jersey, USA
Most helpful customer reviews
4 of 6 people found the following review helpful.
too many typos
By Forrest Sheng Bao
This book has too many typos, especially in important equations. That is very confusing to students who have no idea about signal processing.
And, I don't like the paper used to print this book. I prefer regular printing papers rather than the "mirror" paper that makes my eyeballs tired.
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