Capsule Networks for Object Detection in UAV Imagery
Mekhalfi, Mohamed Lamine, Bejiga, Mesay Belete, Soresina, Davide, Melgani, Farid, Demir, Begüm
Published in Remote sensing (Basel, Switzerland) (17.07.2019)
Published in Remote sensing (Basel, Switzerland) (17.07.2019)
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Journal Article
GPU-accelerated registration of hyperspectral images using KAZE features
Ordóñez, Álvaro, Argüello, Francisco, Heras, Dora B., Demir, Begüm
Published in The Journal of supercomputing (01.12.2020)
Published in The Journal of supercomputing (01.12.2020)
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Journal Article
Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives
Demir, Begum, Bruzzone, Lorenzo
Published in IEEE transactions on geoscience and remote sensing (01.02.2016)
Published in IEEE transactions on geoscience and remote sensing (01.02.2016)
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Journal Article
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
Tuia, Devis, Schindler, Konrad, Demir, Begum, Zhu, Xiao Xiang, Kochupillai, Mrinalini, Dzeroski, Saso, van Rijn, Jan N., Hoos, Holger H., Del Frate, Fabio, Datcu, Mihai, Markl, Volker, Le Saux, Bertrand, Schneider, Rochelle, Camps-Valls, Gustau
Published in IEEE geoscience and remote sensing magazine (09.09.2024)
Published in IEEE geoscience and remote sensing magazine (09.09.2024)
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Journal Article
ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction
Schneider, Rochelle, Bonavita, Massimo, Geer, Alan, Arcucci, Rossella, Dueben, Peter, Vitolo, Claudia, Le Saux, Bertrand, Demir, Begüm, Mathieu, Pierre-Philippe
Published in NPJ climate and atmospheric science (21.06.2022)
Published in NPJ climate and atmospheric science (21.06.2022)
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Journal Article
SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning
Sumbul, Gencer, Nayak, Sonali, Demir, Begum
Published in IEEE transactions on geoscience and remote sensing (01.08.2021)
Published in IEEE transactions on geoscience and remote sensing (01.08.2021)
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Journal Article