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Gui-Song Xia
Gui-Song Xia
Professor of Computer Science, Wuhan University, China
Email confirmado em whu.edu.cn - Página inicial
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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
29792017
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
26852018
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
19012017
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
13162015
Learning RoI transformer for oriented object detection in aerial images
J Ding, N Xue, Y Long, GS Xia, Q Lu
CVPR, 2849-2858, 2019
1278*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
7902020
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
7612020
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
7022020
Align Deep Features for Oriented Object Detection
J Han, J Ding, J Li, GS Xia
IEEE Trans. on Geoscience and Remote Sensing, 2021
6942021
ReDet: A Rotation-equivariant Detector for Aerial Object Detection
J Han, J Ding, N Xue, GS Xia
CVPR'2021 (arXiv:2103.07733), 2021
5842021
Rotation-Sensitive Regression for Oriented Scene Text Detection
M Liao, Z Zhu, B Shi, G Xia, X Bai
CVPR, 5909-5918, 2018
5662018
A survey on vision-based UAV navigation
Y Lu, Z Xue, GS Xia, L Zhang
Geo-spatial information science 21 (1), 21-32, 2018
4262018
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
3732021
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
3702016
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
3592019
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
3152016
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
3142010
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
3052020
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
2762017
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark
C Xu, J Wang, W Yang, H Yu, L Yu, GS Xia
ISPRS Journal of Photogrammetry and Remote Sensing 190, 79-93, 2022
253*2022
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