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17 research outcomes, page 1 of 2
  • publication . Other literature type . Article . 2016 . Embargo End Date: 01 Jan 2016
    Open Access
    Authors:
    Manuel Campos-Taberner; Adriana Romero-Soriano; Carlo Gatta; Gustau Camps-Valls; Adrien Lagrange; Bertrand Le Saux; Anne Beaupere; Alexandre Boulch; Adrien Chan-Hon-Tong; Stéphane Herbin; ...
    Publisher: Institute of Electrical and Electronics Engineers
    Project: EC | ERMES (606983), SNSF | Multimodal machine learni... (PP00P2_150593), EC | SEDAL (647423)

    International audience; In this paper, we discuss the scientific outcomes of the 2015 data fusion contest organized by the Image Analysis and Data Fusion Technical Committee (IADF TC) of the IEEE Geoscience and Remote Sensing Society (IEEE GRSS). As for previous years, ...

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  • publication . Article . 2021
    Open Access
    Authors:
    Oladimeji Mudele; Alejandro Frery; Lucas Zanandrez; Alvaro Eiras; Paolo Gamba;
    Persistent Identifiers
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Project: EC | EOXPOSURE (734541)

    This article introduces a technique for using recurrent neural networks to forecast Ae. aegyptimosquito (Dengue transmission vector) counts at neighborhood-level, using Earth Observation data inputs as proxies to environmental variables. The model is validated using in ...

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  • publication . Preprint . Article . 2020
    Open Access English
    Authors:
    Christos Kyrkou; Theocharis Theocharides;
    Persistent Identifiers
    Project: EC | KIOS (664639), EC | KIOS CoE (739551)

    Deep learning-based algorithms can provide state-of-the-art accuracy for remote sensing technologies such as unmanned aerial vehicles (UAVs)/drones, potentially enhancing their remote sensing capabilities for many emergency response and disaster management applications....

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  • publication . Article . 2020
    Open Access
    Authors:
    Alexander Jacob; Claudia Notarnicola; Gopika Suresh; Oleg Antropov; Shaojia Ge; Jaan Praks; Yifang Ban; Eric Pottier; Jordi Joan Mallorquí Franquet; Javier Duro; ...
    Persistent Identifiers
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Project: EC | HERCULES (778360)

    This article investigates and demonstrates the suitability of the Sentinel-1 interferometric coherence for land cover and vegetation mapping. In addition, this study analyzes the performance of this feature along with polarization and intensity products according to dif...

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  • publication . Article . 2017
    Open Access English
    Authors:
    Lichao Mou; Xiao Xiang Zhu; Maria Vakalopoulou; Konstantinos Karantzalos; N. Paragios; B. Le Saux; Gabriele Moser; Devis Tuia;
    Persistent Identifiers
    Publisher: HAL CCSD
    Project: SNSF | Multimodal machine learni... (PP00P2_150593), EC | So2Sat (714087)

    International audience; In this paper, the scientific outcomes of the 2016 Data Fusion Contest organized by the Image Analysis and Data Fusion Technical Committee of the IEEE Geoscience and Remote Sensing Society are discussed. The 2016 Contest was an open topic competi...

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  • publication . Article . 2020
    Open Access English
    Authors:
    Chandrabali Karmakar; Corneliu Octavian Dumitru; Gottfried Schwarz; Mihai Datcu;
    Persistent Identifiers
    Publisher: IEEE
    Project: EC | ExtremeEarth (825258)

    In this article, we propose a promising approach for the application-oriented content classification of spaceborne radar imagery that presents an interesting alternative to popular current machine learning algorithms. In the following, we consider the problem of unsuper...

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  • publication . Article . 2014
    Open Access English
    Authors:
    Linda Moser; Stefan Voigt; Elisabeth Schoepfer; Stephanie C. J. Palmer;
    Persistent Identifiers
    Project: EC | GIONET (264509)

    Surface water is a critical resource in semiarid West-African regions that are frequently exposed to droughts. Natural and artificial wetlands are of high importance for different livelihoods, particularly during the dry season, from October/November until May. However,...

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  • publication . Article . 2020
    Open Access English
    Authors:
    Nicola Mosca; Antonio Di Gregorio; Matieu Henry; Rashed Jalal; Palma Blonda;
    Persistent Identifiers
    Publisher: IEEE
    Project: EC | e-shape (820852)

    Land cover (LC) is an essential variable for environmental monitoring in many application domains. The detection of changes in LC can support the understanding of environmental dynamics. However, LC legends present a high degree of inconsistencies that significantly red...

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  • publication . Article . 2017
    Open Access English
    Authors:
    Danfeng Hong; Naoto Yokoya; Xiao Xiang Zhu;
    Persistent Identifiers
    Project: EC | So2Sat (714087)

    Local manifold learning has been successfully applied to hyperspectral dimensionality reduction in order to embed nonlinear and non-convex manifolds in the data. Local manifold learning is mainly characterized by affinity matrix construction, which is composed of two st...

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  • publication . Article . Preprint . 2021
    Open Access English
    Authors:
    Yishan He; Fei Gao; Jun Wang; Amir Hussain; Erfu Yang; Huiyu Zhou;
    Persistent Identifiers
    Publisher: IEEE
    Project: UKRI | AUTOMAC: AUTOmated Mouse ... (EP/N011074/1), UKRI | Towards visually-driven s... (EP/M026981/1), EC | FoodSmartphone (720325)

    Common horizontal bounding box (HBB)-based methods are not capable of accurately locating slender ship targets with arbitrary orientations in synthetic aperture radar (SAR) images. Therefore, in recent years, methods based on oriented bounding box (OBB) have gradually r...

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17 research outcomes, page 1 of 2