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020 _a9781439870334
041 _aeng
082 _a610.28 NAJ/B
100 _aNajarian, Kayvan
_914333
100 _aSplinter, Robert
_914334
245 0 _aBiomedical signal and image processing
250 _a2nd ed.
260 _bCRC Press
_aBoca Raton
_cc2012
300 _axxv, 385p.; 24cm.
500 _aPART 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
520 _aFirst 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.
650 _aMedicine and health
_98338
650 _aBiomedical engineering
_914338
650 _aImage processing
_96033
650 _aSignal processing
_91028
650 _aBiomedical imaging
_914339
856 _uhttps://www.routledge.com/Biomedical-Signal-and-Image-Processing/Najarian-Splinter/p/book/9781439870334?srsltid=AfmBOoqb8ouqiB0V5w-7lDJzS_7KP-5vjaBprMl115T-e8OTQMq4zEvX
942 _cBK