000 | 03016nam a22005535i 4500 | ||
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001 | 978-3-662-47456-3 | ||
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_a9783662474563 _9978-3-662-47456-3 |
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024 | 7 |
_a10.1007/978-3-662-47456-3 _2doi |
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_a621.382 _223 |
100 | 1 |
_aWang, Liguo. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _962340 |
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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. |
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300 |
_aXVII, 315 p. 121 illus., 15 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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_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 |
_aSignal processing. _94052 |
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650 | 0 |
_aComputer vision. _962341 |
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650 | 0 |
_aGeographic information systems. _911535 |
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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 |