Missing Information Reconstruction of Remote Sensing Data: A Technical Review H Shen, X Li, Q Cheng, C Zeng, G Yang, H Li, L Zhang IEEE Geoscience and Remote Sensing Magazine 3 (3), 61-85, 2015 | 458 | 2015 |
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 | 400 | 2018 |
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning X Li, H Shen, L Zhang, H Zhang, Q Yuan, G Yang IEEE Transactions on Geoscience and Remote Sensing 52 (11), 7086-7098, 2014 | 283 | 2014 |
A deep translation (GAN) based change detection network for optical and SAR remote sensing images X Li, Z Du, Y Huang, Z Tan ISPRS Journal of Photogrammetry and Remote Sensing 179, 14-34, 2021 | 244 | 2021 |
Cloud removal in remote sensing images using nonnegative matrix factorization and error correction X Li, L Wang, Q Cheng, P Wu, W Gan, L Fang ISPRS Journal of Photogrammetry and Remote Sensing 148, 103-113, 2019 | 162 | 2019 |
High-quality vegetation index product generation: A review of NDVI time series reconstruction techniques S Li, L Xu, Y Jing, H Yin, X Li, X Guan International Journal of Applied Earth Observation and Geoinformation 105 …, 2021 | 140 | 2021 |
Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning H Shen, X Li, L Zhang, D Tao, C Zeng IEEE Transactions on Geoscience and Remote Sensing 52 (2), 894-906, 2014 | 120 | 2014 |
A combined loss-based multiscale fully convolutional network for high-resolution remote sensing image change detection X Li, M He, H Li, H Shen IEEE Geoscience and Remote Sensing Letters 19, 8017505, 2022 | 119 | 2022 |
Detection and prediction of land use/land cover change using spatiotemporal data fusion and the Cellular Automata–Markov model Y Lu, P Wu, X Ma, X Li Environmental Monitoring and Assessment 191, 68, 2019 | 118 | 2019 |
Remote sensing image mosaicking: Achievements and challenges X Li, R Feng, X Guan, H Shen, L Zhang IEEE Geoscience and Remote Sensing Magazine 7 (4), 8-22, 2019 | 108 | 2019 |
Robust registration for remote sensing images by combining and localizing feature-and area-based methods R Feng, Q Du, X Li, H Shen ISPRS Journal of Photogrammetry and Remote Sensing 151, 15-26, 2019 | 101 | 2019 |
Spatially Continuous and High-resolution Land Surface Temperature: A Review of Reconstruction and Spatiotemporal Fusion Techniques P Wu, Z Yin, C Zeng, S Duan, FM Gottsche, X Ma, X Li, H Yang, H Shen IEEE Geoscience and Remote Sensing Magazine 9 (3), 112-137, 2021 | 95* | 2021 |
A long-term and comprehensive assessment of the urbanization-induced impacts on vegetation net primary productivity X Guan, H Shen, X Li, W Gan, L Zhang Science of the total environment 669, 342-352, 2019 | 94 | 2019 |
A flexible reference-insensitive spatiotemporal fusion model for remote sensing images using conditional generative adversarial network Z Tan, M Gao, X Li, L Jiang IEEE Transactions on Geoscience and Remote Sensing 60, 5601413, 2022 | 93 | 2022 |
Land cover change detection with heterogeneous remote sensing images: Review, progress, and perspective ZY Lv, HT Huang, X Li, MH Zhao, JA Benediktsson, WW Sun, N Falco Proceedings of the IEEE 110 (12), 1976-1991, 2022 | 90 | 2022 |
A robust mosaicking procedure for high spatial resolution remote sensing images X Li, N Hui, H Shen, Y Fu, L Zhang ISPRS Journal of Photogrammetry and Remote Sensing 109, 108-125, 2015 | 90 | 2015 |
Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images X Li, H Shen, H Li, L Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 86 | 2016 |
A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data G Yang, H Shen, L Zhang, Z He, X Li IEEE Transactions on Geoscience and Remote Sensing 53 (11), 6008-6021, 2015 | 83 | 2015 |
Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion D Chu, H Shen, X Guan, JM Chen, X Li, J Li, L Zhang Remote Sensing of Environment 264, 112632, 2021 | 81 | 2021 |
Sparse-based reconstruction of missing information in remote sensing images from spectral/temporal complementary information X Li, H Shen, L Zhang, H Li ISPRS Journal of Photogrammetry and Remote Sensing 106, 1-15, 2015 | 81 | 2015 |