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Change detection and image time series analysis. 2, Supervised methods / Coordinated by Abdourrahmane M. Atto, Francesca Bovolo, Lorenzo Bruzzone.

Contributor(s): Atto, Abdourrahmane M [editor.] | Bovolo, Francesca [editor.] | Bruzzone, Lorenzo [editor.].
Material type: materialTypeLabelBookPublisher: London, UK : Hoboken, NJ : ISTE, Ltd. ; Wiley, 2021Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781119882299; 111988229X.Other title: Supervised methods.Subject(s): Image analysis | Image analysisGenre/Form: Electronic books.DDC classification: 621.36/7 Online resources: Wiley Online Library
Contents:
Hierarchical Markov Random Fields for High Resolution Land Cover Classification of Multisensor and Multiresolution Image Time Series -- Pixel-based classification techniques for satellite image time series -- Semantic analysis of satellite image time series -- Optical satellite image time series analysis for environment applications: from classical methods to deep learning and beyond -- A review of multi-temporal eathquake damage assessment using satellite images -- Multiclass multilabel change of state transfer learning from image time series.
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Hierarchical Markov Random Fields for High Resolution Land Cover Classification of Multisensor and Multiresolution Image Time Series -- Pixel-based classification techniques for satellite image time series -- Semantic analysis of satellite image time series -- Optical satellite image time series analysis for environment applications: from classical methods to deep learning and beyond -- A review of multi-temporal eathquake damage assessment using satellite images -- Multiclass multilabel change of state transfer learning from image time series.

Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed December 14, 2021).

Wiley Frontlist Obook All English 2021

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