Najarian, Kayvan Splinter, Robert

Biomedical signal and image processing - 2nd ed. - Boca Raton CRC Press c2012 - xxv, 385p.; 24cm.

PART I - INTRODUCTION TO DIGITAL SIGNAL AND IMAGE PROCESSING


1. Signals and Biomedical Signal Processing
2. Fourier Transform
3. Image Filtering, Enhancement, and Restoration
4. Edge Detection and Segmentation of Images
5. Wavelet Transform
6. Other Signal and Image Processing Methods
7. Clustering and Classification

PART II - PROCESSING OF BIOMEDICAL SIGNALS

8. Electrical Activities of Cell
9. Electrocardiogram
10. Electroencephalogram
11. Electromyogram
12. Other Biomedical Signals


PART III - PROCESSING OF BIOMEDICAL IMAGES

13. Principles of Computed Tomography
14. X-Ray Imaging and Computed Tomography
15. Magnetic Resonance Imaging
16. Ultrasound Imaging
17. Positron Emission Tomography
18. Other Biomedical Imaging Techniques

INDEX

First published in 2005, Biomedical Signal and Image Processing received wide and welcome reception from universities and industry research institutions alike, offering detailed, yet accessible information at the reference, upper undergraduate, and first year graduate level. Retaining all of the quality and precision of the first edition, Biomedical Signal and Image Processing, Second Edition offers a number of revisions and improvements to provide the most up-to-date reference available on the fundamental signal and image processing techniques that are used to process biomedical information.

Addressing the application of standard and novel processing techniques to some of today’s principle biomedical signals and images over three sections, the book begins with an introduction to digital signal and image processing, including Fourier transform, image filtering, edge detection, and wavelet transform. The second section investigates specifically biomedical signals, such as ECG, EEG, and EMG, while the third focuses on imaging using CT, X-Ray, MRI, ultrasound, positron, and other biomedical imaging techniques.

Updated and expanded, Biomedical Signal and Image Processing, Second Edition offers numerous additional, predominantly MATLAB, examples to all chapters to illustrate the concepts described in the text and ensure a complete understanding of the material. The author takes great care to clarify ambiguities in some mathematical equations and to further explain and justify the more complex signal and image processing concepts to offer a complete and understandable approach to complicated concepts.




9781439870334


Medicine and health
Biomedical engineering
Image processing
Signal processing
Biomedical imaging

610.28 NAJ/B