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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 | 1113 | 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 | 1065 | 2021 |
A review of remote sensing image classification techniques: The role of spatio-contextual information M Li, S Zang, B Zhang, S Li, C Wu European Journal of Remote Sensing 47 (1), 389-411, 2014 | 630 | 2014 |
Relating soil surface moisture to reflectance L Weidong, F Baret, G Xingfa, T Qingxi, Z Lanfen, Z Bing Remote sensing of environment 81 (2-3), 238-246, 2002 | 622 | 2002 |
Multisource remote sensing data classification based on convolutional neural network X Xu, W Li, Q Ran, Q Du, L Gao, B Zhang IEEE Transactions on Geoscience and Remote Sensing 56 (2), 937-949, 2017 | 577 | 2017 |
Hyperspectral remote sensing Q Tong, B Zhang, LF Zheng Principle, Technology and Application. HigherEducationPress, Beijing (inChinese), 2006 | 423 | 2006 |
Spatial distribution analysis of landslides triggered by 2008.5. 12 Wenchuan Earthquake, China S Qi, Q Xu, H Lan, B Zhang, J Liu Engineering geology 116 (1-2), 95-108, 2010 | 395 | 2010 |
Forest management in southern China generates short term extensive carbon sequestration X Tong, M Brandt, Y Yue, P Ciais, M Rudbeck Jepsen, J Penuelas, ... Nature communications 11 (1), 129, 2020 | 394 | 2020 |
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 | 377 | 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 | 320 | 2022 |
Trophic state assessment of global inland waters using a MODIS-derived Forel-Ule index S Wang, J Li, B Zhang, E Spyrakos, AN Tyler, Q Shen, F Zhang, T Kuster, ... Remote sensing of environment 217, 444-460, 2018 | 299 | 2018 |
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 | 276 | 2023 |
Weighted-RXD and linear filter-based RXD: Improving background statistics estimation for anomaly detection in hyperspectral imagery Q Guo, B Zhang, Q Ran, L Gao, J Li, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 264 | 2014 |
Feature extraction for classification of hyperspectral and LiDAR data using patch-to-patch CNN M Zhang, W Li, Q Du, L Gao, B Zhang IEEE transactions on cybernetics 50 (1), 100-111, 2018 | 251 | 2018 |
Development of a global 30 m impervious surface map using multisource and multitemporal remote sensing datasets with the Google Earth Engine platform X Zhang, L Liu, C Wu, X Chen, Y Gao, S Xie, B Zhang Earth System Science Data 12 (3), 1625-1648, 2020 | 249 | 2020 |
Combined sparse and collaborative representation for hyperspectral target detection W Li, Q Du, B Zhang Pattern Recognition 48 (12), 3904-3916, 2015 | 246 | 2015 |
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 | 236 | 2022 |
Adaptive Markov random field approach for classification of hyperspectral imagery B Zhang, S Li, X Jia, L Gao, M Peng IEEE Geoscience and Remote Sensing Letters 8 (5), 973-977, 2011 | 224 | 2011 |
Deep encoder–decoder networks for classification of hyperspectral and LiDAR data D Hong, L Gao, R Hang, B Zhang, J Chanussot IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2020 | 205 | 2020 |