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Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing
Gencer Sumbul, Jun Xiang, Begüm Demir
Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
Satellite Image Search in AgoraEO
Moritz Schott, Adina Zell, Sven Lautenbach, Begüm Demir, und Alexander Zipf
Returning the Favor - Leveraging Quality Insights of OpenStreetMap-Based Land-Use/Land-Cover Multi-Label Modeling to the Community
Steve Ahlswede, Nimisha Thekke-Madam, Christian Schulz, Birgit Kleinschmit, Begüm Demir
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods
Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir
A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval
Onat Vuran, Bogazici, Oguzhan Akcin, Mahdyar Ravanbakhsh, Bülent Sankur, Begüm Demir
Deep Learning Driven Content-Based Image Time-Series Retrieval in Remote Sensing Archives
Rochelle Schneider, Massimo Bonavita, Alan Geer, Rossella Arcucci, Peter Dueben, Claudia Vitolo, Bertrand Le Saux, Begüm Demir, Pierre-Philippe Mathieu
ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction
Gencer Sumbul, Begüm Demir
Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval
Gencer Sumbul, Mahdyar Ravanbakhsh, Begüm Demir