Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Q Yuan, Q Zhang, J Li, H Shen, L Zhang IEEE Transactions on Geoscience and Remote Sensing 57 (2), 1205-1218, 2019 | 446 | 2019 |
Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network Q Zhang, Q Yuan, C Zeng, X Li, Y Wei IEEE Transactions on Geoscience and Remote Sensing 56 (8), 4274-4288, 2018 | 430 | 2018 |
Learning a Dilated Residual Network for SAR Image Despeckling Q Zhang, Q Yuan, J Li, Z Yang, X Ma Remote Sensing 10 (2), 196, 2018 | 223 | 2018 |
Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning Q Zhang, Q Yuan, J Li, Z Li, H Shen, L Zhang ISPRS Journal of Photogrammetry and Remote Sensing 162, 148-160, 2020 | 156 | 2020 |
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network Q Zhang, Q Yuan, J Li, X Liu, H Shen, L Zhang IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7317-7329, 2019 | 154 | 2019 |
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer Y Xiao, Q Yuan, J He, Q Zhang, J Sun, X Su, J Wu, L Zhang International Journal of Applied Earth Observation and Geoinformation 108 …, 2022 | 89 | 2022 |
Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images Q Zhang, Q Yuan, Z Li, F Sun, L Zhang ISPRS Journal of Photogrammetry and Remote Sensing 177, 161-173, 2021 | 70 | 2021 |
Cooperated Spectral Low-rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising Q Zhang, Q Yuan, M Song, H Yu, L Zhang IEEE Transactions on Image Processing 31, 6356-6368, 2022 | 67 | 2022 |
Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven Q Zhang, Y Zheng, Q Yuan, M Song, H Yu, Y Xiao IEEE Transactions on Neural Networks and Learning Systems 35 (10), 13143-13163, 2024 | 61 | 2024 |
Deep spatio-spectral Bayesian posterior for hyperspectral image non-iid noise removal Q Zhang, Q Yuan, J Li, F Sun, L Zhang ISPRS Journal of Photogrammetry and Remote Sensing 164, 125-137, 2020 | 53 | 2020 |
Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019 Q Zhang, Q Yuan, J Li, Y Wang, F Sun, L Zhang Earth System Science Data 13 (3), 1385-1401, 2021 | 51 | 2021 |
SSTNet: Spatial, Spectral, and Texture Aware Attention Network using Hyperspectral Image for Corn Variety Identification W Zhang, Z Li, HH Sun, Q Zhang, P Zhuang, C Li IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 46 | 2022 |
Deep Blind Super-Resolution for Satellite Video Y Xiao, Q Yuan, Q Zhang, L Zhang IEEE Transactions on Geoscience and Remote Sensing, 2023 | 42 | 2023 |
GACNet: Generate Adversarial-Driven Cross-Aware Network for Hyperspectral Wheat Variety Identification W Zhang, Z Li, G Li, P Zhuang, G Hou, Q Zhang, C Li IEEE Transactions on Geoscience and Remote Sensing, 2023 | 39 | 2023 |
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization J Lin, TZ Huang, XL Zhao, Y Chen, Q Zhang, Q Yuan IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022 | 28 | 2022 |
Hyperspectral Image Classification Based on Interactive Transformer and CNN with Multilevel Feature Fusion Network H Yang, H Yu, K Zheng, J Hu, T Tao, Q Zhang IEEE Geoscience and Remote Sensing Letters, 2023 | 26 | 2023 |
Combined Deep Priors with Low-Rank Tensor Factorization for Hyperspectral Image Restoration Q Zhang, Y Dong, Q Yuan, M Song, H Yu IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 21 | 2023 |
Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection Q Zhang, J Zhu, Y Huang, Q Yuan, L Zhang International Journal of Applied Earth Observation and Geoinformation 124 …, 2023 | 10 | 2023 |
A unified spatial-temporal-spectral learning framework for reconstructing missing data in remote sensing images Q Zhang, Q Yuan, H Shen, L Zhang IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 8 | 2018 |
SGD-SM 2.0: An Improved Seamless Global Daily Soil Moisture Long-term Dataset From 2002 to 2022 Q Zhang, Q Yuan, T Jin, M Song, F Sun Earth System Science Data 14 (10), 4473–4488, 2022 | 6 | 2022 |