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 | 1276 | 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 | 997 | 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 | 830 | 2021 |
An augmented linear mixing model to address spectral variability for hyperspectral unmixing D Hong, N Yokoya, J Chanussot, XX Zhu IEEE Transactions on Image Processing 28 (4), 1923-1938, 2018 | 794 | 2018 |
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep: Overview and Toolbox B Rasti, D Hong, R Hang, P Ghamisi, X Kang, J Chanussot, ... IEEE Geoscience and Remote Sensing Magazine 8 (4), 60-88, 2020 | 478 | 2020 |
Cascaded recurrent neural networks for hyperspectral image classification R Hang, Q Liu, D Hong, P Ghamisi IEEE Transactions on Geoscience and Remote Sensing 57 (8), 5384-5394, 2019 | 448 | 2019 |
Invariant attribute profiles: A spatial-frequency joint feature extractor for hyperspectral image classification D Hong, X Wu, P Ghamisi, J Chanussot, N Yokoya, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 58 (6), 3791-3808, 2020 | 267 | 2020 |
UIU-Net: U-Net in U-Net for infrared small object detection X Wu, D Hong, J Chanussot IEEE Transactions on Image Processing 32, 364-376, 2022 | 266 | 2022 |
Classification of hyperspectral and LiDAR data using coupled CNNs R Hang, Z Li, P Ghamisi, D Hong, G Xia, Q Liu IEEE Transactions on Geoscience and Remote Sensing 58 (7), 4939-4950, 2020 | 245 | 2020 |
Convolutional neural networks for multimodal remote sensing data classification X Wu, D Hong, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 60, 1-10, 2021 | 242 | 2021 |
Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification D Hong, N Yokoya, N Ge, J Chanussot, XX Zhu ISPRS journal of photogrammetry and remote sensing 147, 193-205, 2019 | 242 | 2019 |
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features X Wu, D Hong, J Tian, J Chanussot, W Li, R Tao IEEE Transactions on Geoscience and Remote Sensing 57 (7), 5146-5158, 2019 | 219 | 2019 |
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 | 216 | 2022 |
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 Sensing, 2021 | 209* | 2021 |
X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data D Hong, N Yokoya, GS Xia, J Chanussot, XX Zhu ISPRS Journal of Photogrammetry and Remote Sensing 167, 12-23, 2020 | 204 | 2020 |
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences D Hong, N Yokoya, J Chanussot, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4349-4359, 2019 | 198 | 2019 |
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 | 182 | 2021 |
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 | 170 | 2021 |
Deep learning for unmanned aerial vehicle-based object detection and tracking: A survey X Wu, W Li, D Hong, R Tao, Q Du IEEE Geoscience and Remote Sensing Magazine 10 (1), 91-124, 2021 | 169 | 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 | 159 | 2022 |