000 02701nam a22005175i 4500
001 978-3-662-47456-3
003 DE-He213
005 20200421111156.0
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
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aWang, Liguo.
_eauthor.
245 1 0 _aHyperspectral Image Processing
_h[electronic resource] /
_cby Liguo Wang, Chunhui Zhao.
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 _aEngineering.
650 0 _aImage processing.
650 0 _aRemote sensing.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aRemote Sensing/Photogrammetry.
700 1 _aZhao, Chunhui.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662474556
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-47456-3
912 _aZDB-2-ENG
942 _cEBK
999 _c53535
_d53535