Demir, Begüm
- reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis
2024/07/04 by Clasen, Kai Norman, Hackel, Leonard, Burgert, Tom +3 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing
2023/06/01 by Leonard Hackel, Kai Norman Clasen, Hackel, Leonard +5 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Ben-ge: Extending BigEarthNet with Geographical and Environmental Data
2023/07/04 by Michael Mommert, Nicolas Kesseli, Mommert, Michael +9 · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
2025/09/24 by Tom Burgert, Burgert, Tom, Oliver Stoll +5 · 2 voices · 2 citations
#cs.CV #cs.AI #cs.LG
- Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods
2022/01/19 by Steve Ahlswede, Ahlswede, Steve, Nimisha Thekke-Madam +7 · 2 citations
Computer Science · Environmental Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.5.3 #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
- Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments
2024/01/12 by Fabian Jaensch, Jaensch, Fabian, Giuseppe Caire +3 · 2 citations
Engineering · #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
- Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
2024/02/15 by Angelos Zavras, Dimitrios Michail, Zavras, Angelos +5 · 2 citations
Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications
- EarthMind: Leveraging Cross-Sensor Data for Advanced Earth Observation Interpretation with a Unified Multimodal LLM
2025/06/02 by Shu Yan, Bin Ren, Shu, Yan +13 · 7 citations
Computer Science · Earth and Planetary Sciences · #Advanced Computational Techniques and Applications #Geological Modeling and Analysis
- GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
2025/02/13 by Angelos Zavras, Dimitrios Michail, Zavras, Angelos +7 · 3 citations
Social Sciences · Biochemistry, Genetics and Molecular Biology · Engineering · #Geographic Information Systems Studies #Genomics and Phylogenetic Studies #Remote-Sensing Image Classification
- Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing
2022/10/10 by Tim Siebert, Kai Norman Clasen, Siebert, Tim +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Transformer-based Multi-Modal Learning for Multi Label Remote Sensing Image Classification
2023/06/02 by David Hoffmann, Hoffmann, David, Kai Norman Clasen +3 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification #Text and Document Classification Technologies
- Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
2024/05/24 by Barış Büyüktaş, Kenneth Weitzel, Büyüktaş, Barış +7 · 1 citation
Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
- Radio Map Prediction from Aerial Images and Application to Coverage Optimization
2024/10/07 by Jaensch, Fabian, Caire, Giuseppe, Demir, Begüm · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering