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15 research outcomes, page 1 of 2
  • publication . Article . 2020
    Open Access
    Authors:
    Maria Rousi; Vasileios Sitokonstantinou; Georgios Meditskos; Ioannis Papoutsis; Ilias Gialampoukidis; Alkiviadis Koukos; Vassilia Karathanassi; Thanassis Drivas; Stefanos Vrochidis; Charalampos Kontoes; ...
    Persistent Identifiers
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Project: EC | RECAP (693171), EC | aqua3S (832876), EC | EOPEN (776019)

    During the last decades, massive amounts of satellite images are becoming available that can be enriched with semantic annotations for the creation of value-added earth observation products. One challenge is to extract knowledge from the raw satellite data in an automat...

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  • publication . Article . 2020
    Open Access English
    Authors:
    Genc Hoxha; Farid Melgani; Begum Demir;
    Persistent Identifiers
    Project: EC | BigEarth (759764)

    The performance of remote sensing image retrieval (RSIR) systems depends on the capability of the extracted features in characterizing the semantic content of images. Existing RSIR systems describe images by visual descriptors that model the primitives (such as differen...

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  • publication . Article . 2021
    Open Access English
    Authors:
    Jian Kang; Ruben Fernandez-Beltran; Xudong Kang; Jingen Ni; Antonio Plaza;
    Persistent Identifiers
    Publisher: IEEE
    Project: EC | EOXPOSURE (734541)

    Recently, many deep learning-based methods have been developed for solving remote sensing (RS) scene classification or retrieval tasks. Most of the adopted loss functions for training these models require accurate annotations. However, the presence of noise in such anno...

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  • 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: SNSF | Multimodal machine learni... (PP00P2_150593), EC | ERMES (606983), 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:
    Kyrkou, Christos; Theocharides, Theocharis;
    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 English
    Authors:
    Alexander Jacob; Claudia Notarnicola; Gopika Suresh; Oleg Antropov; Shaojia Ge; Jaan Praks; Yifang Ban; Eric Pottier; Jordi Joan Mallorquí Franquet; Javier Duro; ...
    Publisher: HAL CCSD
    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 . 2021
    Open Access English
    Authors:
    Giulio Weikmann; Claudia Paris; Lorenzo Bruzzone;
    Persistent Identifiers
    Publisher: IEEE
    Project: EC | ExtremeEarth (825258)

    This article presents TimeSen2Crop, a pixel-based dataset made up of more than 1 million samples of Sentinel 2 time series (TSs) associated to 16 crop types. This dataset, publicly available, aims to contribute to the worldwide research related to the supervised classif...

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  • publication . Article . 2016
    Open Access
    Authors:
    Ivana Zinno; Francesco Casu; Claudio De Luca; Stefano Elefante; Riccardo Lanari; Michele Manunta;
    Persistent Identifiers
    Project: EC | EPOS IP (676564)

    We present an efficient Cloud Computing (CC) implementation of the Parallel Small BAseline Subset (P-SBAS) algorithm, which is an advanced Differential Interferometric Synthetic Aperture Radar (DInSAR) technique for the generation of Earth surface displacement time seri...

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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: IEEE
    Project: EC | So2Sat (714087), SNSF | Multimodal machine learni... (PP00P2_150593)

    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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15 research outcomes, page 1 of 2