Coverart for item
The Resource Biosignal and medical image processing, John L. Semmlow

Biosignal and medical image processing, John L. Semmlow

Label
Biosignal and medical image processing
Title
Biosignal and medical image processing
Statement of responsibility
John L. Semmlow
Creator
Subject
Language
eng
Summary
"Just as a cardiologist can benefit from an oscilloscope-type display of the EGG 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."--BOOK JACKET
Cataloging source
DNLM/DLC
http://library.link/vocab/creatorName
Semmlow, John L
Illustrations
illustrations
Index
index present
Literary form
non fiction
http://library.link/vocab/subjectName
  • Imaging systems in medicine
  • Image processing
  • Diagnostic imaging
  • Image Processing, Computer-Assisted
  • Signal Processing, Computer-Assisted
  • Biosensing Techniques
  • Image Interpretation, Computer-Assisted
Label
Biosignal and medical image processing, John L. Semmlow
Instantiates
Publication
Note
Includes 1 accompanying CD-ROM in pocket at back of book
Accompanying material
1 CD-ROM (4 3/4 in.).
Bibliography note
Includes bibliographical references (p. 433-435) and index
Contents
  • Ch. 1.
  • Introduction.
  • p. 1
  • Ch. 2.
  • Basic Concepts.
  • p. 25
  • Ch. 3.
  • Spectral Analysis: Classical Methods.
  • p. 55
  • Ch. 4.
  • Digital Filters.
  • p. 83
  • Ch. 5.
  • Spectral Analysis: Modern Techniques.
  • p. 115
  • Ch. 6.
  • Time-Frequency Analysis.
  • p. 139
  • Ch. 7.
  • Wavelet Analysis.
  • p. 165
  • Ch. 8.
  • Advanced Signal Processing Techniques: Optimal and Adaptive Filters.
  • p. 195
  • Ch. 9.
  • Multivariate Analyses: Principal Component Analysis and Independent Component Analysis.
  • p. 223
  • Ch. 10.
  • Fundamentals of Image Processing: MATLAB Image Processing Toolbox.
  • p. 247
  • Ch. 11.
  • Spectral Analysis: The Fourier Transform.
  • p. 275
  • Ch. 12.
  • Image Segmentation.
  • p. 305
  • Ch. 13.
  • Image Reconstruction.
  • p. 335
  • Ch. 14.
  • Classification I: Linear Discriminant Analysis and Support Vector Machines.
  • p. 361
  • Ch. 15.
  • Adaptive Neural Nets.
  • p. 399
  • Annotated Bibliography.
  • p. 433
  • Index.
  • p. 437
Control code
ocn226213144
Dimensions
27 cm. +
Edition
2nd ed.
Extent
xvii, 450 p.
Isbn
9781420062304
Lccn
2008017810
Other physical details
ill. (some col.)
Label
Biosignal and medical image processing, John L. Semmlow
Publication
Note
Includes 1 accompanying CD-ROM in pocket at back of book
Accompanying material
1 CD-ROM (4 3/4 in.).
Bibliography note
Includes bibliographical references (p. 433-435) and index
Contents
  • Ch. 1.
  • Introduction.
  • p. 1
  • Ch. 2.
  • Basic Concepts.
  • p. 25
  • Ch. 3.
  • Spectral Analysis: Classical Methods.
  • p. 55
  • Ch. 4.
  • Digital Filters.
  • p. 83
  • Ch. 5.
  • Spectral Analysis: Modern Techniques.
  • p. 115
  • Ch. 6.
  • Time-Frequency Analysis.
  • p. 139
  • Ch. 7.
  • Wavelet Analysis.
  • p. 165
  • Ch. 8.
  • Advanced Signal Processing Techniques: Optimal and Adaptive Filters.
  • p. 195
  • Ch. 9.
  • Multivariate Analyses: Principal Component Analysis and Independent Component Analysis.
  • p. 223
  • Ch. 10.
  • Fundamentals of Image Processing: MATLAB Image Processing Toolbox.
  • p. 247
  • Ch. 11.
  • Spectral Analysis: The Fourier Transform.
  • p. 275
  • Ch. 12.
  • Image Segmentation.
  • p. 305
  • Ch. 13.
  • Image Reconstruction.
  • p. 335
  • Ch. 14.
  • Classification I: Linear Discriminant Analysis and Support Vector Machines.
  • p. 361
  • Ch. 15.
  • Adaptive Neural Nets.
  • p. 399
  • Annotated Bibliography.
  • p. 433
  • Index.
  • p. 437
Control code
ocn226213144
Dimensions
27 cm. +
Edition
2nd ed.
Extent
xvii, 450 p.
Isbn
9781420062304
Lccn
2008017810
Other physical details
ill. (some col.)

Library Locations

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      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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