FG Remote Sensing Image Analysis Group

Publications 16 Items

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PreviewIssue DateTitleAuthor(s)Editor(s)
09096309.pdf.jpg19-May-2020A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image ClassificationSumbul, Gencer; Demir, Begüm-
remotesensing-11-02948.pdf.jpg9-Dec-2019A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR DataNguyen, Hoang Minh; Demir, Begüm; Dalponte, Michele-
roy_etal_2018.pdf.jpg5-Nov-2018Deep Metric and Hash-Code Learning for Content-Based Retrieval of Remote Sensing ImagesRoy, Subhankar; Sangineto, Enver; Demir, Begüm; Sebe, Nicu-
tekeste_demir_2018.pdf.jpg5-Nov-2018Advanced Local Binary Patterns for Remote Sensing Image RetrievalTekeste, Issayas; Demir, Begüm-
hoxha_etal_2019.pdf.jpg14-Nov-2019Retrieving Images with Generated Textual DescriptionsHoxha, Genc; Melgani, Farid; Demir, Begüm-
sumbul_demir_2019.pdf.jpg14-Nov-2019A Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image ClassificationSumbul, Gencer; Demir, Begüm-
sumbul_etal_2019.pdf.jpg14-Nov-2019Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image UnderstandingSumbul, Gencer; Charfuelan, Marcela; Demir, Begüm; Markl, Volker-
roy_etal_2018.pdf.jpg6-Sep-2018Semantic-Fusion Gans for Semi-Supervised Satellite Image ClassificationRoy, Subhankar; Sangineto, Enver; Demir, Begüm; Sebe, Nicu-
deGregorio_etal_2019.pdf.jpg27-Jun-2019A Novel Data Fusion Technique for Snow Cover RetrievalDe Gregorio, Ludovica; Callegari, Mattia; Marin, Carlo; Zebisch, Marc; Bruzzone, Lorenzo; Demir, Begüm; Strasser, Ulrich; Marke, Thomas; Günther, Daniel; Nadalet, Rudi; Notarnicola, Claudia-
preethy-byju_etal_2019.pdf.jpg15-Oct-2019Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classificationPreethy Byju, Akshara; Sumbul, Gencer; Demir, Begüm; Bruzzone, Lorenzo-
teshome-zegeye_demir_2018.pdf.jpg9-Oct-2018A novel active learning technique for multi-label remote sensing image scene classificationTeshome Zegeye, Bayable; Demir, Begüm-
preethy-byju_etal_2018.pdf.jpg9-Oct-2018A novel coarse-to-fine remote sensing image retrieval system in JPEG-2000 compressed domainPreethy Byju, Akshara; Demir, Begüm; Bruzzone, Lorenzo-
bereta_etal_2018.pdf.jpg2018From Big Data to Big Information and Big Knowledge - the Case of Earth Observation DataBereta, Konstantina; Manolis, Koubarakis; Manegold, Stefan; Stamoulis, George; Demir, Begüm-
dai_etal_2018.pdf.jpg2018A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing ImagesDai, Osman Emre; Demir, Begüm; Sankur, Bülent; Bruzzone, Lorenzo-
reato_etal_2019.pdf.jpg2019An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image RetrievalReato, Thomas; Demir, Begüm; Bruzzone, Lorenzo-
remotesensing-11-01694.pdf.jpg17-Jul-2019Capsule Networks for Object Detection in UAV ImageryMekhalfi, Mohamed Lamine; Bejiga, Mesay Belete; Soresina, Davide; Melgani, Farid; Demir, Begüm-
Collection's Items (Sorted by Submit Date in Descending order): 1 to 16 of 16