000 03016nam a22005535i 4500
001 978-3-662-47456-3
003 DE-He213
005 20220801222612.0
007 cr nn 008mamaa
008 150715s2016 gw | s |||| 0|eng d
020 _a9783662474563
_9978-3-662-47456-3
024 7 _a10.1007/978-3-662-47456-3
_2doi
050 4 _aTK5102.9
072 7 _aTJF
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aTJF
_2thema
072 7 _aUYS
_2thema
082 0 4 _a621.382
_223
100 1 _aWang, Liguo.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_962340
245 1 0 _aHyperspectral Image Processing
_h[electronic resource] /
_cby Liguo Wang, Chunhui Zhao.
250 _a1st ed. 2016.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2016.
300 _aXVII, 315 p. 121 illus., 15 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aBasic theory and main processing techniques of hyperspectral remote sensing -- Classification technique for HSI -- Endmember extraction technique of HSI -- Spectral unmixing technique of HSI -- Sub-pixel mapping technique of HSI -- Super-resolution technique of HSI -- Anomaly detection technique of HSI -- Dimensionality reduction and compression technique of HSI -- Introduction to hyperspectral remote sensing applications.
520 _aBased on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping, and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.
650 0 _aSignal processing.
_94052
650 0 _aComputer vision.
_962341
650 0 _aGeographic information systems.
_911535
650 1 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputer Vision.
_962342
650 2 4 _aGeographical Information System.
_931831
700 1 _aZhao, Chunhui.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_962343
710 2 _aSpringerLink (Online service)
_962344
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662474556
776 0 8 _iPrinted edition:
_z9783662474570
776 0 8 _iPrinted edition:
_z9783662516140
856 4 0 _uhttps://doi.org/10.1007/978-3-662-47456-3
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80952
_d80952