000 | 02701nam a22005175i 4500 | ||
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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 |
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024 | 7 |
_a10.1007/978-3-662-47456-3 _2doi |
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050 | 4 | _aTK5102.9 | |
050 | 4 | _aTA1637-1638 | |
050 | 4 | _aTK7882.S65 | |
072 | 7 |
_aTTBM _2bicssc |
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072 | 7 |
_aUYS _2bicssc |
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_aTEC008000 _2bisacsh |
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072 | 7 |
_aCOM073000 _2bisacsh |
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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. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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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 |