Gui-Song Xia
Gui-Song Xia
Professor of Computer Science, Wuhan University, China
Verified email at - Homepage
Cited by
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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
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
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
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
Rotation-Sensitive Regression for Oriented Scene Text Detection
M Liao, Z Zhu, B Shi, G Xia, X Bai
CVPR, 5909-5918, 2018
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
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
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
Learning RoI transformer for oriented object detection in aerial images
J Ding, N Xue, Y Long, GS Xia, Q Lu
CVPR, 2849-2858, 2019
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
李德仁, 张良培, 夏桂松
测绘学报 43 (12), 1211-1216, 2014
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
Learning high-level features for satellite image classification with limited labeled samples
W Yang, X Yin, GS Xia
IEEE Transactions on Geoscience and Remote Sensing 53 (8), 4472-4482, 2015
A survey on vision-based UAV navigation
Y Lu, Z Xue, GS Xia, L Zhang
Geo-spatial information science 21 (1), 21-32, 2018
Accurate junction detection and characterization in natural images
GS Xia, J Delon, Y Gousseau
International Journal of Computer Vision (IJCV) 106 (1), 31-56, 2014
Shape-based invariant texture indexing
GS Xia, J Delon, Y Gousseau
International Journal of Computer Vision (IJCV) 88 (3), 382-403, 2010
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
Exploiting deep features for remote sensing image retrieval: A systematic investigation
GS Xia, XY Tong, F Hu, Y Zhong, M Datcu, L Zhang
IEEE Transactions on Big Data, 2017
A hierarchical scheme of multiple feature fusion for high-resolution satellite scene categorization
W Shao, W Yang, GS Xia, G Liu
International Conference on Computer Vision Systems, 324-333, 2013
Mid-level features and spatio-temporal context for activity recognition
F Yuan, GS Xia, H Sahbi, V Prinet
Pattern Recognition 45 (12), 4182-4191, 2012
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