| Deep learning in remote sensing: A comprehensive review and list of resources XX Zhu, D Tuia, L Mou, GS Xia, L Zhang, F Xu, F Fraundorfer IEEE geoscience and remote sensing magazine 5 (4), 8-36, 2017 | 2506 | 2017 |
| DOTA: A Large-scale Dataset for Object Detection in Aerial Images GS Xia, X Bai, J Ding, Z Zhu, S Belongie, J Luo, M Datcu, M Pelillo, ... CVPR, 3974-3983, 2018 | 2042 | 2018 |
| AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification GS Xia, J Hu, F Hu, B Shi, X Bai, Y Zhong, L Zhang, X Lu IEEE Transactions on Geoscience and Remote Sensing 55 (7), 3965 - 3981, 2017 | 1511 | 2017 |
| Transferring deep convolutional neural networks for the scene classification of high-resolution remote sensing imagery F Hu, GS Xia, J Hu, L Zhang Remote Sensing 7 (11), 14680-14707, 2015 | 1229 | 2015 |
| Learning RoI transformer for oriented object detection in aerial images J Ding, N Xue, Y Long, GS Xia, Q Lu CVPR, 2849-2858, 2019 | 899* | 2019 |
| Land-cover classification with high-resolution remote sensing images using transferable deep models XY Tong, GS Xia, Q Lu, H Shen, S Li, S You, L Zhang Remote Sensing of Environment 237, 111322, 2020 | 573 | 2020 |
| Remote sensing image scene classification meets deep learning: Challenges, methods, benchmarks, and opportunities G Cheng, X Xie, J Han, L Guo, GS Xia IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 541 | 2020 |
| Rotation-Sensitive Regression for Oriented Scene Text Detection M Liao, Z Zhu, B Shi, G Xia, X Bai CVPR, 5909-5918, 2018 | 499 | 2018 |
| Gliding vertex on the horizontal bounding box for multi-oriented object detection Y Xu, M Fu, Q Wang, Y Wang, K Chen, GS Xia, X Bai IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 | 484 | 2020 |
| Align Deep Features for Oriented Object Detection J Han, J Ding, J Li, GS Xia IEEE Trans. on Geoscience and Remote Sensing, 2021 | 404 | 2021 |
| ReDet: A Rotation-equivariant Detector for Aerial Object Detection J Han, J Ding, N Xue, GS Xia CVPR'2021 (arXiv:2103.07733), 2021 | 343 | 2021 |
| Bag-of-visual-words scene classifier with local and global features for high spatial resolution remote sensing imagery Q Zhu, Y Zhong, B Zhao, GS Xia, L Zhang IEEE Geoscience and Remote Sensing Letters 13 (6), 747-751, 2016 | 335 | 2016 |
| A survey on vision-based UAV navigation Y Lu, Z Xue, GS Xia, L Zhang Geo-spatial information science 21 (1), 21-32, 2018 | 327 | 2018 |
| Structural high-resolution satellite image indexing GS Xia, W Yang, J Delon, Y Gousseau, H Sun, H Maître ISPRS TC VII Symposium - 100 Years, Vienna, Austria, 298-303, 2010 | 275 | 2010 |
| Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery B Zhao, Y Zhong, GS Xia, L Zhang IEEE Transactions on Geoscience and Remote Sensing 54 (4), 2108 - 2123, 2016 | 271 | 2016 |
| isaid: A large-scale dataset for instance segmentation in aerial images S Waqas Zamir, A Arora, A Gupta, S Khan, G Sun, F Shahbaz Khan, F Zhu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 240 | 2019 |
| Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery Z Li, H Shen, H Li, G Xia, P Gamba, L Zhang Remote sensing of environment 191, 342-358, 2017 | 223 | 2017 |
| Object detection in aerial images: A large-scale benchmark and challenges J Ding, N Xue, GS Xia, X Bai, W Yang, MY Yang, S Belongie, J Luo, ... IEEE Trans. on Pattern Analysis and Machine Intelligence （arXiv:2102.12219）, 2021 | 214 | 2021 |
| UAVid: A semantic segmentation dataset for UAV imagery Y Lyu, G Vosselman, GS Xia, A Yilmaz, MY Yang ISPRS journal of photogrammetry and remote sensing 165, 108-119, 2020 | 185 | 2020 |
| Unsupervised feature learning via spectral clustering of multidimensional patches for remotely sensed scene classification F Hu, GS Xia, Z Wang, X Huang, L Zhang, H Sun IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 179 | 2015 |
