Processing of Hyperspectral Medical Images - Robert Koprowski

Processing of Hyperspectral Medical Images

Applications in Dermatology Using Matlab®
Buch | Softcover
XIII, 127 Seiten
2018 | 1. Softcover reprint of the original 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-84410-7 (ISBN)
139,09 inkl. MwSt
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
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
Gewicht 231 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Medizin / Pharmazie Medizinische Fachgebiete Dermatologie
Technik
Schlagworte Application in Dermatology • Hyperspectral Medical Images • Image Processing • Intelligent Systems • MATLAB
ISBN-10 3-319-84410-5 / 3319844105
ISBN-13 978-3-319-84410-7 / 9783319844107
Zustand Neuware
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