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Ahmet Kerem Aksoy, Mahdyar Ravanbakhsh, Prof. Dr. Demir Begüm
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification
Tom-Lukas Breitkopf, Leonard W. Hackel, Mahdyar Ravanbakhsh, Anne-Karin Cooke, Sandra Willkommen, Stefan Broda, Begüm Demir
Advanced Deep Learning Architectures for Accurate Detection of Subsurface Tile Drainage Pipes from Remote Sensing Images
Tim Siebert, Kai Norman Clasen, Mahdyar Ravanbakhsh, Begüm Demir
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing
Adina Zell, Gencer Sumbul, Begüm Demir
Deep Metric Learning-Based Semi-Supervised Regression with Alternate Learning
Gencer Sumbul, Markus Müller, Begüm Demir
A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing
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