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Beschreibung
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.
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.
Inhaltsverzeichnis
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.
Details
| Erscheinungsjahr: | 2018 |
|---|---|
| Fachbereich: | Technik allgemein |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: |
xiii
127 S. 2 s/w Illustr. 54 farbige Illustr. 127 p. 56 illus. 54 illus. in color. |
| ISBN-13: | 9783319844107 |
| ISBN-10: | 3319844105 |
| Sprache: | Englisch |
| Herstellernummer: | 978-3-319-84410-7 |
| Einband: | Kartoniert / Broschiert |
| Autor: | Koprowski, Robert |
| Auflage: | Softcover reprint of the original 1st ed. 2017 |
| Hersteller: |
Springer
Springer, Berlin |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Abbildungen: | XIII, 127 p. 56 illus., 54 illus. in color. |
| Maße: | 8 x 155 x 235 mm |
| Von/Mit: | Robert Koprowski |
| Erscheinungsdatum: | 05.07.2018 |
| Gewicht: | 0,231 kg |
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