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Nu este disponibil nicăieri: 1
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
G Hoxha, G Sumbul, J Henkel, L Möllenbrok, B Demir
IEEE Transactions on Geoscience and Remote Sensing, 2024
Mandate: European Commission
Disponibile undeva: 25
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
Mandate: European Commission, Federal Ministry of Education and Research, Germany
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
Mandate: Fundação para a Ciência e a Tecnologia, Portugal, European Commission …
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
Mandate: European Commission
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
Mandate: European Commission
A deep multi-attention driven approach for multi-label remote sensing image classification
G Sumbul, B Demİr
IEEE Access 8, 95934-95946, 2020
Mandate: European Commission
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
Mandate: European Commission
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
Mandate: European Commission
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
Mandate: German Research Foundation, European Commission
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
Mandate: European Commission
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
Mandate: European Commission
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
Mandate: European Commission
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
Mandate: European Commission, Federal Ministry of Education and Research, Germany
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
Mandate: German Research Foundation, European Commission
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
Mandate: European Commission
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
Mandate: European Commission
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
Mandate: European Commission
Generative reasoning integrated label noise robust deep image representation learning
G Sumbul, B Demir
IEEE Transactions on Image Processing 32, 4529-4542, 2023
Mandate: German Research Foundation, European Commission
Deep metric learning-based semi-supervised regression with alternate learning
A Zell, G Sumbul, B Demir
2022 IEEE International Conference on Image Processing (ICIP), 2411-2415, 2022
Mandate: European Commission
Federated learning across decentralized and unshared archives for remote sensing image classification: A review
B Büyüktas, G Sumbul, B Demir
IEEE Geoscience and Remote Sensing Magazine, 2024
Mandate: European Commission
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