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020 _a9783319504902
_9978-3-319-50490-2
024 7 _a10.1007/978-3-319-50490-2
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aKoprowski, Robert.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960710
245 1 0 _aProcessing of Hyperspectral Medical Images
_h[electronic resource] :
_bApplications in Dermatology Using Matlab® /
_cby Robert Koprowski.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIII, 127 p. 56 illus., 54 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v682
505 0 _aProcessing 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 _aThis 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.
650 0 _aComputational intelligence.
_97716
650 0 _aArtificial intelligence.
_93407
650 0 _aDermatology.
_939303
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aDermatology.
_939303
710 2 _aSpringerLink (Online service)
_960711
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319504896
776 0 8 _iPrinted edition:
_z9783319504919
776 0 8 _iPrinted edition:
_z9783319844107
830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v682
_960712
856 4 0 _uhttps://doi.org/10.1007/978-3-319-50490-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80606
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