000 | 04046nam a22005535i 4500 | ||
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001 | 978-3-031-02247-0 | ||
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007 | cr nn 008mamaa | ||
008 | 220601s2012 sz | s |||| 0|eng d | ||
020 |
_a9783031022470 _9978-3-031-02247-0 |
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024 | 7 |
_a10.1007/978-3-031-02247-0 _2doi |
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100 | 1 |
_aCamps-Valls, Gustavo. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987092 |
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245 | 1 | 0 |
_aRemote Sensing Image Processing _h[electronic resource] / _cby Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez, Jesus Malo. |
250 | _a1st ed. 2012. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2012. |
|
300 |
_aXIX, 242 p. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aSynthesis Lectures on Image, Video, and Multimedia Processing, _x1559-8144 |
|
505 | 0 | _aRemote Sensing from Earth Observation Satellites -- The Statistics of Remote Sensing Images -- Remote Sensing Feature Selection and Extraction -- Classification -- Spectral Mixture Analysis -- Estimation of Physical Parameters. | |
520 | _aEarth observation is the field of science concerned with the problem of monitoring and modeling the processes on the Earth surface and their interaction with the atmosphere. The Earth is continuously monitored with advanced optical and radar sensors. The images are analyzed and processed to deliver useful products to individual users, agencies and public administrations. To deal with these problems, remote sensing image processing is nowadays a mature research area, and the techniques developed in the field allow many real-life applications with great societal value. For instance, urban monitoring, fire detection or flood prediction can have a great impact on economical and environmental issues. To attain such objectives, the remote sensing community has turned into a multidisciplinary field of science that embraces physics, signal theory, computer science, electronics and communications. From a machine learning and signal/image processing point of view, all the applications are tackled under specific formalisms, such as classification and clustering, regression and function approximation, data coding, restoration and enhancement, source unmixing, data fusion or feature selection and extraction. This book covers some of the fields in a comprehensive way. Table of Contents: Remote Sensing from Earth Observation Satellites / The Statistics of Remote Sensing Images / Remote Sensing Feature Selection and Extraction / Classification / Spectral Mixture Analysis / Estimation of Physical Parameters. | ||
650 | 0 |
_aEngineering. _99405 |
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650 | 0 |
_aElectrical engineering. _987094 |
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650 | 0 |
_aSignal processing. _94052 |
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650 | 1 | 4 |
_aTechnology and Engineering. _987095 |
650 | 2 | 4 |
_aElectrical and Electronic Engineering. _987096 |
650 | 2 | 4 |
_aSignal, Speech and Image Processing. _931566 |
700 | 1 |
_aTuia, Devis. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987098 |
|
700 | 1 |
_aGómez-Chova, Luis. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987099 |
|
700 | 1 |
_aJiménez, Sandra. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987101 |
|
700 | 1 |
_aMalo, Jesus. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987103 |
|
710 | 2 |
_aSpringerLink (Online service) _987105 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031011191 |
776 | 0 | 8 |
_iPrinted edition: _z9783031033759 |
830 | 0 |
_aSynthesis Lectures on Image, Video, and Multimedia Processing, _x1559-8144 _987106 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-02247-0 |
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