追蹤
Gencer Sumbul
標題
引用次數
引用次數
年份
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
5392019
BigEarthNet-MM: A large-scale, multimodal, multilabel benchmark archive for remote sensing image classification and retrieval [software and data sets]
G Sumbul, A De Wall, T Kreuziger, F Marcelino, H Costa, P Benevides, ...
IEEE Geoscience and Remote Sensing Magazine 9 (3), 174-180, 2021
202*2021
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
1032017
SD-RSIC: Summarization-driven deep remote sensing image captioning
G Sumbul, S Nayak, B Demir
IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6922-6934, 2020
962020
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
552019
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
522020
A deep multi-attention driven approach for multi-label remote sensing image classification
G Sumbul, B Demİr
IEEE Access 8, 95934-95946, 2020
492020
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
47*2019
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
342021
Informative and representative triplet selection for multilabel remote sensing image retrieval
G Sumbul, M Ravanbakhsh, B Demir
IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2021
332021
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
252020
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
182020
Plasticity-stability preserving multi-task learning for remote sensing image retrieval
G Sumbul, B Demir
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022
172022
Deep active learning for multi-label classification of remote sensing images
L Möllenbrok, G Sumbul, B Demir
IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023
152023
Learning across decentralized multi-modal remote sensing archives with federated learning
B Büyüktaş, G Sumbul, B Demir
IGARSS 2023-2023 IEEE international geoscience and remote sensing symposium …, 2023
132023
A novel self-supervised cross-modal image retrieval method in remote sensing
G Sumbul, M Müller, B Demir
2022 IEEE International Conference on Image Processing (ICIP), 2426-2430, 2022
122022
A novel graph-theoretic deep representation learning method for multi-label remote sensing image retrieval
G Sumbul, B Demir
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 266-269, 2021
122021
reben: Refined bigearthnet dataset for remote sensing image analysis
KN Clasen, L Hackel, T Burgert, G Sumbul, B Demir, V Markl
arXiv preprint arXiv:2407.03653, 2024
112024
Towards simultaneous image compression and indexing for scalable content-based retrieval in remote sensing
G Sumbul, J Xiang, B Demir
IEEE Transactions on Geoscience and Remote Sensing 60, 1-12, 2022
92022
Generative reasoning integrated label noise robust deep image representation learning
G Sumbul, B Demir
IEEE Transactions on Image Processing 32, 4529-4542, 2023
62023
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