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12 research outcomes, page 1 of 2
  • 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 . 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 English
    Authors:
    Mattia Stasolla; Jordi J. Mallorqui; G. Margarit; Carlos Santamaria; Nick Walker;
    Persistent Identifiers
    Project: EC | NEREIDS (263468)

    This paper presents a comparative study among four operational detectors that work by automatically post-processing synthetic aperture radar (SAR) images acquired from the satellite platforms RADARSAT-2 and COSMO-SkyMed. Challenging maritime scenarios have been chosen t...

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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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  • 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
    Publisher: IEEE
    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 . Preprint . 2021
    Open Access English
    Authors:
    Yishan He; Fei Gao; Jun Wang; Amir Hussain; Erfu Yang; Huiyu Zhou;
    Persistent Identifiers
    Publisher: Institute of Electrical and Electronics Engineers
    Project: UKRI | Towards visually-driven s... (EP/M026981/1), UKRI | AUTOMAC: AUTOmated Mouse ... (EP/N011074/1), 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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12 research outcomes, page 1 of 2