Processing of hyperspectral medical images : applications in dermatology using MATLAB®
- Responsibility
- Robert Koprowski.
- Digital
- text file
- Publication
- Cham, Switzerland : Springer, 2017.
- Physical description
- 1 online resource (xiii, 127 pages) : illustrations (some color)
- Series
- Studies in computational intelligence ; v. 682. 1860-949X
Online
Available online
More options
Description
Creators/Contributors
- Author/Creator
- Koprowski, Robert, author.
Contents/Summary
- Bibliography
- Includes bibliographical references.
- Contents
-
- Processing of Hyperspectral Medical Images: Applications in Dermatology Using Matlab (R).- Foreword.- Preface.- Acknowledgments.- List of selected symbols.- Chapte
- r1: Introduction.- Chapte
- r2: Image acquisition.- Chapte
- r3: Image pre-processing.- Chapte
- r4: Image processing.- Chapte
- r5: Classification.- Chapte
- r6: Sensitivity to parameter changes.- Chapte
- r7: Conclusions.- Appendix.- References.- Summary.
- (source: Nielsen Book Data)
- Publisher's 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.
(source: Nielsen Book Data)
Subjects
Bibliographic information
- Publication date
- 2017
- Series
- Studies in computational intelligence, 1860-949X ; volume 682
- ISBN
- 9783319504902 (electronic bk.)
- 3319504908 (electronic bk.)
- 9783319504896 (print)
- 3319504894
- DOI
- 10.1007/978-3-319-50490-2
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