| 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 | 53 | 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 | 39 | 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 | 13 | 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 | 12 | 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 | 6 | 2020 |
| A deep multi-attention driven approach for multi-label remote sensing image classification G Sumbul, B Demir IEEE Access 8, 95934-95946, 2020 | 2 | 2020 |
| 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 |
| A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification H Yessou, G Sumbul, B Demir arXiv preprint arXiv:2009.13935, 2020 | 1 | 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, 2020 | 1 | 2020 |
| Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives G Sumbul, J Kang, B Demir arXiv preprint arXiv:2004.01613, 2020 | 1 | 2020 |
| SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning G Sumbul, S Nayak, B Demir IEEE Transactions on Geoscience and Remote Sensing, 2020 | | 2020 |
| Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain A Preethy Byju, G Sumbul, B Demir, L Bruzzone | | 2020 |
| 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 | | 2020 |
| 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 |
| Topic Model with Nonnegative Matrix Factorization G Sumbul, S Aslan | | 2016 |
| 1918-1923 yılları arasında İstanbul’da işçi hareketleri ve komünist hareket G Sümbül, K Oskay, A Eryılmaz, FB Kirişcan Mehmet Süha Ünsal, HIST 200-16 (2014-2015 Spring); 1, 2015 | | 2015 |
Begüm DemirProfessor, Faculty of Electrical Engineering and Computer Science, Technische Universität BerlinAdresse e-mail validée de bigearth.eu
