Processing of Hyperspectral Medical Images : Applications in Dermatology Using Matlab®
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 severa...
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|---|---|
| Korporace: | |
| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer International Publishing,
2017
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| Edice: | Studies in Computational Intelligence
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| Žánr/forma: | elektronické knihy |
| ISBN: | 978-3-319-50490-2 9783319504896 |
| Témata: | |
| On-line přístup: | Plný text |
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| LEADER | 02866nam a22004935i 4500 | ||
|---|---|---|---|
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| 003 | CZ PrSTK | ||
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| 008 | 161201s2017 gw | s |||| 0|eng d | ||
| 020 | |a 978-3-319-50490-2 |9 9783319504902 |9 | ||
| 024 | 7 | |a 10.1007/978-3-319-50490-2 |2 doi | |
| 040 | |a DE-He213 |b cze |d ABA013 | ||
| 072 | 7 | |a 621 |x Strojírenství |2 Konspekt |9 19 | |
| 080 | |a 621:338.45 |2 MRF | ||
| 100 | 1 | |a Koprowski, Robert |4 aut | |
| 245 | 1 | 0 | |a Processing of Hyperspectral Medical Images : |b Applications in Dermatology Using Matlab® / |c by Robert Koprowski |
| 264 | 1 | |a Cham : |b Springer International Publishing, |c 2017 | |
| 300 | |a 1 online zdroj (XIII, 127 stran) : |b 56 ilustrací, 54 barevných ilustrací | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a počítač |b c |2 rdamedia | ||
| 338 | |a online zdroj |b cr |2 rdacarrier | ||
| 490 | 1 | |a Studies in Computational Intelligence, |x 1860-949X ; |v 682 | |
| 505 | 0 | |a 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 | |
| 520 | |a 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 | ||
| 659 | 0 | |a Engineering | |
| 659 | 0 | |a Dermatology | |
| 659 | 0 | |a Artificial intelligence | |
| 659 | 0 | |a Computational intelligence | |
| 659 | 1 | 4 | |a Engineering |
| 659 | 2 | 4 | |a Computational Intelligence |
| 659 | 2 | 4 | |a Artificial Intelligence (incl. Robotics) |
| 659 | 2 | 4 | |a Dermatology |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 650 | 0 | 7 | |a technika |x ve |7 psh12005 |2 psh |
| 650 | 0 | 7 | |a dermatologie |x zd |7 psh13048 |2 psh |
| 650 | 0 | 7 | |a umělá inteligence |x vt |7 psh12516 |2 psh |
| 710 | 2 | |a SpringerLink (online služba) |7 ntk2018999494 | |
| 776 | 0 | 8 | |i Tištěné vydání: |t Processing of Hyperspectral Medical Images : Applications in Dermatology Using Matlab® |z 9783319504896 |
| 830 | 0 | |a Studies in Computational Intelligence | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-50490-2 |y Plný text |
| 910 | |a ABA013 | ||
| 950 | |a Springer |b Engineering 2017 | ||