Processing of Hyperspectral Medical Images [electronic resource] : Applications in Dermatology Using Matlab® / by Robert Koprowski

Author:: Koprowski, Robert
Published:: Cham : Springer International Publishing : Imprint: Springer, 2017.
Physical Description:: XIII, 127 pages 56 illustrations, 54 illustrations in color : online resource
Additional Creators:: SpringerLink (Online service)

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Series:

Studies in Computational Intelligence, 1860-949X ; 682

Contents:

Processing of Hyperspectral Medical Images: Applications in Dermatology Using Matlab® -- Foreword -- Preface -- Acknowledgments -- List of selected symbols -- Chapter1: Introduction -- Chapter2: Image acquisition -- Chapter3: Image pre-processing -- Chapter4: Image processing -- Chapter5: Classification -- Chapter6: Sensitivity to parameter changes -- Chapter7: Conclusions -- Appendix -- References -- Summary.

Summary:

This book presents new methods of analyzing and processing hyperspectral medical images, which can be used in diagnostics, for example for dermatological images. The algorithms proposed are fully automatic and the results obtained are fully reproducible. Their operation was tested on a set of several thousands of hyperspectral images and they were implemented in Matlab. The presented source code can be used without licensing restrictions. This is a valuable resource for computer scientists, bioengineers, doctoral students, and dermatologists interested in contemporary analysis methods.

Subject(s):

ISBN:

9783319504902

Digital File Characteristics:

text file PDF

Part Of:

Springer eBooks

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