| Bigearthnet: A large-scale benchmark archive for remote sensing image understanding G Sumbul, M Charfuelan, B Demir, V Markl IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 126 | 2019 |
| Fine-grained object recognition and zero-shot learning in remote sensing imagery G Sumbul, RG Cinbis, S Aksoy IEEE Transactions on Geoscience and Remote Sensing 56 (2), 770-779, 2017 | 47 | 2017 |
| A novel multi-attention driven system for multi-label remote sensing image classification G Sumbul, B Demir IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 22 | 2019 |
| Multisource region attention network for fine-grained object recognition in remote sensing imagery G Sumbul, RG Cinbis, S Aksoy IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4929-4937, 2019 | 22 | 2019 |
| BigEarthNet dataset with a new class-nomenclature for remote sensing image understanding G Sumbul, J Kang, T Kreuziger, F Marcelino, H Costa, P Benevides, ... arXiv preprint arXiv:2001.06372, 2020 | 18 | 2020 |
| A deep multi-attention driven approach for multi-label remote sensing image classification G Sumbul, B Demİr IEEE Access 8, 95934-95946, 2020 | 13 | 2020 |
| SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning G Sumbul, S Nayak, B Demir IEEE Transactions on Geoscience and Remote Sensing, 2020 | 7 | 2020 |
| A comparative study of deep learning loss functions for multi-label remote sensing image classification H Yessou, G Sumbul, B Demir IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 7 | 2020 |
| Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain AP Byju, G Sumbul, B Demir, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 59 (4), 3458-3472, 2020 | 5 | 2020 |
| Deep learning for image search and retrieval in large remote sensing archives G Sumbul, J Kang, B Demir Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote …, 2021 | 4 | 2021 |
| A CNN-RNN framework with a novel patch-based multi-attention mechanism for multi-label image classification in remote sensing G Sumbul, B Demir arXiv preprint arXiv:1902.11274, 2019 | 2 | 2019 |
| BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval G Sumbul, A de Wall, T Kreuziger, F Marcelino, H Costa, P Benevides, ... arXiv preprint arXiv:2105.07921, 2021 | 1 | 2021 |
| An approach to super-resolution of sentinel-2 images based on generative adversarial networks K Zhang, G Sumbul, B Demir 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium …, 2020 | 1 | 2020 |
| A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval G Sumbul, B Demir arXiv preprint arXiv:2106.00506, 2021 | | 2021 |
| Informative and Representative Triplet Selection for Multi-Label Remote Sensing Image Retrieval G Sumbul, M Ravanbakhsh, B Demir arXiv e-prints, arXiv: 2105.03647, 2021 | | 2021 |
| Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification AP Byju, G Sumbul, B Demir, L Bruzzone Image and Signal Processing for Remote Sensing XXV 11155, 111550S, 2019 | | 2019 |
| Fine-grained object recognition and zero-shot learning in multispectral imagery G Sümbül, S Aksoy, RG Cinbiş 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | | 2018 |
| Fine-grained object recognition and zero-shot learning in multispectral imagery. G Sumbul, S Aksoy, RG Cinbis SIU, 1-4, 2018 | | 2018 |
| Fine-grained object recognition in remote sensing imagery G Sümbül Bilkent University, 2018 | | 2018 |
| CMPE 548 Bayesian Analysis of Stochastic Volatility Model And Estimating Volatility with Gibbs Sampler G Sümbül | | 2016 |
Begüm DemirProfessor, Faculty of Electrical Engineering and Computer Science, Technische Universität Berlintu-berlin.de üzerinde doğrulanmış e-posta adresine sahip
