Processing of Hyperspectral Medical Images Applications in Dermatology Using Matlab®
Başlık:
Processing of Hyperspectral Medical Images Applications in Dermatology Using Matlab®
Yazar:
Koprowski, Robert. author.
ISBN:
9783319504902
Yazar:
Edisyon:
1st ed. 2017.
Fiziksel Niteleme:
XIII, 127 p. 56 illus., 54 illus. in color. online resource.
Seri:
Studies in Computational Intelligence, 682
İçindekiler:
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.
Özet:
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.
Konu Başlığı:
Ek Kurum Yazar:
Elektronik Erişim:
https://doi.org/10.1007/978-3-319-50490-2