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Processing of Hyperspectral Medical Images

Applications in Dermatology Using Matlab®

Robert Koprowski (Autor)

Buch | Hardcover

XIII, 127 Seiten

2016 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-50489-6 (ISBN)

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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.

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.

Erscheinungsdatum	05.01.2017
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XIII, 127 p. 56 illus., 54 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizin / Pharmazie ► Medizinische Fachgebiete ► Dermatologie
	Technik
Schlagworte	Application in Dermatology • Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • Dermatology • Engineering • Engineering: general • Hyperspectral Medical Images • Image Processing • Intelligent Systems • MATLAB • Robotics
ISBN-10	3-319-50489-4 / 3319504894
ISBN-13	978-3-319-50489-6 / 9783319504896
Zustand	Neuware