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020 _a9783031022470
024 7 _a10.1007/978-3-031-02247-0
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aG70.4
_b2012 EB
100 1 _aCamps-Valls, Gustavo,
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687902
_d1972-
245 1 0 _aRemote Sensing Image Processing
_cby Gustavo Camps-Valls, Devis Tuia, Luis Gómez-Chova, Sandra Jiménez, Jesus Malo
250 _a1st edition 2012
264 1 _aCham
_bSpringer International Publishing
_c2012
300 _a1 recurso en línea (XIX, 242 páginas)
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _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.
988 _aSynthesis Collection of Technology_2012
650 7 _2embne
_9142193
_aTeledetección
650 7 _2embne
_9669495
_aProceso de imágenes
700 1 _aTuia, Devis
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687903
700 1 _aGómez Chova, Luis
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_936547
700 1 _aJiménez, Sandra
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aMalo, Jesus
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
776 0 8 _iPrinted edition:
_z9783031011191
776 0 8 _iPrinted edition:
_z9783031033759
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-02247-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b03/2023
_dz
_eIG
_zSI