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020 _a9783319663302
024 7 _a10.1007/978-3-319-66330-2
_2doi
040 0 _bspa
_cES-MaUEC
_dES-MaUEC
041 0 _aeng
050 4 _aTA1637.5
_b2018 EB
245 0 0 _aMathematical Models for Remote Sensing Image Processing :
_bModels and Methods for the Analysis of 2D Satellite and Aerial Images
_cedited by Gabriele Moser, Josiane Zerubia
264 1 _aCham
_bSpringer International Publishing
_c2018
300 _a1 recurso en línea (X, 441 páginas)
_b139 ilustraciones
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
490 0 _aSignals and Communication Technology,
_x1860-4862
490 0 _aEngineering (Springer-11647)
505 0 _aMathematical models and methods for remote sensing image analysis: an introduction -- Models for hyperspectral image analysis: from unmixing to object-based classification -- Very high spatial resolution optical imagery: tree-based methods and multi-temporal models for mining and analysis -- Very high resolution and interferometric SAR: Markovian and patch-based non-local mathematical models -- Polarimetric SAR modelling: Mellin kind statistics and time-frequency analysis -- Remote sensing data fusion: guided filter-based hyperspectral pansharpening and graph-based feature-level fusion -- "Remote sensing data fusion: Markov models and mathematical morphology for multisensor, multiresolution, and multiscale image classification -- Change detection in multitemporal images through single-and multi-scale approaches -- Satellite image time series: mathematical models for data mining and missing data restoration -- Advances in kernel machines for image classification and biophysical parameter retrieval.
520 3 _aThis book maximizes reader insights into the field of mathematical models and methods for the processing of two-dimensional remote sensing images. It presents a broad analysis of the field, encompassing passive and active sensors, hyperspectral images, synthetic aperture radar (SAR), interferometric SAR, and polarimetric SAR data. At the same time, it addresses highly topical subjects involving remote sensing data types (e.g., very high-resolution images, multiangular or multiresolution data, and satellite image time series) and analysis methodologies (e.g., probabilistic graphical models, hierarchical image representations, kernel machines, data fusion, and compressive sensing) that currently have primary importance in the field of mathematical modelling for remote sensing and image processing. Each chapter focuses on a particular type of remote sensing data and/or on a specific methodological area, presenting both a thorough analysis of the previous literature and a methodological and experimental discussion of at least two advanced mathematical methods for information extraction from remote sensing data. This organization ensures that both tutorial information and advanced subjects are covered. With each chapter being written by research scientists from (at least) two different institutions, it offers multiple professional experiences and perspectives on each subject. The book also provides expert analysis and commentary from leading remote sensing and image processing researchers, many of whom serve on the editorial boards of prestigious international journals in these fields, and are actively involved in international scientific societies. Providing the reader with a comprehensive picture of the overall advances and the current cutting-edge developments in the field of mathematical models for remote sensing image analysis, this book is ideal as both a reference resource and a textbook for graduate and doctoral students as well as for remote sensing scientists and practitioners.
988 _aEBSPRINGER_2018
650 7 _2embne
_9667934
_aProceso de imágenes
_xModelos matemáticos
700 1 _aMoser, Gabriele.
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_1http://viaf.org/viaf/3227626/
700 1 _aZerubia, Josiane.
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_1http://viaf.org/viaf/165766599/
776 0 8 _iEdición impresa:
_z9783319663289
776 0 8 _iEdición impresa:
_z9783319663296
776 0 8 _iEdición impresa:
_z9783319882192
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-319-66330-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
_n0
998 _b04/2020
_dz
_eb
_zSI