| Graph convolutional networks for hyperspectral image classification D Hong, L Gao, J Yao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5966-5978, 2020 | 1463 | 2020 |
| More diverse means better: Multimodal deep learning meets remote-sensing imagery classification D Hong, L Gao, N Yokoya, J Yao, J Chanussot, Q Du, B Zhang IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4340-4354, 2020 | 1145 | 2020 |
| SpectralFormer: Rethinking hyperspectral image classification with transformers D Hong, Z Han, J Yao, L Gao, B Zhang, A Plaza, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 1137 | 2021 |
| SpectralGPT: Spectral remote sensing foundation model D Hong, B Zhang, X Li, Y Li, C Li, J Yao, N Yokoya, H Li, P Ghamisi, X Jia, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 461 | 2024 |
| Deep learning in multimodal remote sensing data fusion: A comprehensive review J Li, D Hong, L Gao, J Yao, K Zheng, B Zhang, J Chanussot International Journal of Applied Earth Observation and Geoinformation 112 …, 2022 | 390 | 2022 |
| Hyperspectral image classification with convolutional neural network and active learning X Cao, J Yao, Z Xu, D Meng IEEE Transactions on Geoscience and Remote Sensing 58 (7), 4604-4616, 2020 | 358 | 2020 |
| Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks D Hong, B Zhang, H Li, Y Li, J Yao, C Li, M Werner, J Chanussot, A Zipf, ... Remote Sensing of Environment 299, 113856, 2023 | 337 | 2023 |
| Hyperspectral image classification—Traditional to deep models: A survey for future prospects M Ahmad, S Shabbir, SK Roy, D Hong, X Wu, J Yao, AM Khan, ... IEEE journal of selected topics in applied earth observations and remote …, 2021 | 291 | 2021 |
| Progress and challenges in intelligent remote sensing satellite systems B Zhang, Y Wu, B Zhao, J Chanussot, D Hong, J Yao, L Gao IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 272 | 2022 |
| Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model D Hong, J Hu, J Yao, J Chanussot, XX Zhu ISPRS Journal of Photogrammetry and Remote Sensing 178, 68-80, 2021 | 228 | 2021 |
| Interpretable hyperspectral artificial intelligence: When nonconvex modeling meets hyperspectral remote sensing D Hong, W He, N Yokoya, J Yao, L Gao, L Zhang, J Chanussot, X Zhu IEEE Geoscience and Remote Sensing Magazine 9 (2), 52-87, 2021 | 227 | 2021 |
| LRR-Net: An interpretable deep unfolding network for hyperspectral anomaly detection C Li, B Zhang, D Hong, J Yao, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023 | 217 | 2023 |
| Extended vision transformer (ExViT) for land use and land cover classification: A multimodal deep learning framework J Yao, B Zhang, C Li, D Hong, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023 | 214 | 2023 |
| Endmember-guided unmixing network (EGU-Net): A general deep learning framework for self-supervised hyperspectral unmixing D Hong, L Gao, J Yao, N Yokoya, J Chanussot, U Heiden, B Zhang IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6518-6531, 2021 | 192 | 2021 |
| Decoupled-and-coupled networks: Self-supervised hyperspectral image super-resolution with subpixel fusion D Hong, J Yao, C Li, D Meng, N Yokoya, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023 | 167 | 2023 |
| Nonconvex-sparsity and nonlocal-smoothness-based blind hyperspectral unmixing J Yao, D Meng, Q Zhao, W Cao, Z Xu IEEE Transactions on Image Processing 28 (6), 2991-3006, 2019 | 154 | 2019 |
| Spectral superresolution of multispectral imagery with joint sparse and low-rank learning L Gao, D Hong, J Yao, B Zhang, P Gamba, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 59 (3), 2269-2280, 2020 | 150 | 2020 |
| Cross-attention in coupled unmixing nets for unsupervised hyperspectral super-resolution J Yao, D Hong, J Chanussot, D Meng, X Zhu, Z Xu Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 149 | 2020 |
| Deep unsupervised blind hyperspectral and multispectral data fusion J Li, K Zheng, J Yao, L Gao, D Hong IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 120 | 2022 |
| Multimodal GANs: Toward crossmodal hyperspectral–multispectral image segmentation D Hong, J Yao, D Meng, Z Xu, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 59 (6), 5103-5113, 2020 | 99 | 2020 |