Processing of Hyperspectral Medical Images

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Sprache: Englisch

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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.

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:	2016
Fachbereich:	EDV
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xiii 127 S. 2 s/w Illustr. 54 farbige Illustr. 127 p. 56 illus. 54 illus. in color.
ISBN-13:	9783319504896
ISBN-10:	3319504894
Sprache:	Englisch
Herstellernummer:	978-3-319-50489-6
Autor:	Koprowski, Robert
Auflage:	1st ed. 2017
Hersteller:	Springer Springer, Berlin Springer International Publishing
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:	243 x 167 x 15 mm
Von/Mit:	Robert Koprowski
Erscheinungsdatum:	16.12.2016
Gewicht:	0,333 kg