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Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark



Chang Xu , Jinwang Wang , Wen Yang , Huai Yu , Lei Yu , Gui-Song Xia

* ISPRS Journal of Photogrammetry and Remote Sensing (2022) 190:79-93 
* Accepted by ISPRS Journal of Photogrammetry and Remote Sensing 

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Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery



Fang Xu , Yilei Shi , Patrick Ebel , Lei Yu , Gui-Song Xia , Wen Yang , Xiao Xiang Zhu


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All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification



Qi Bi , Beichen Zhou , Kun Qin , Qinghao Ye , Gui-Song Xia

* 16 pages, 9 figures 

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Learning to Extract Building Footprints from Off-Nadir Aerial Images



Jinwang Wang , Lingxuan Meng , Weijia Li , Wen Yang , Lei Yu , Gui-Song Xia


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An Empirical Study of Remote Sensing Pretraining



Di Wang , Jing Zhang , Bo Du , Gui-Song Xia , Dacheng Tao

* Submitted to IEEE TGRS, codes and pretrained models are available at https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing 

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Revisiting Document Image Dewarping by Grid Regularization



Xiangwei Jiang , Rujiao Long , Nan Xue , Zhibo Yang , Cong Yao , Gui-Song Xia


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Expanding Low-Density Latent Regions for Open-Set Object Detection



Jiaming Han , Yuqiang Ren , Jian Ding , Xingjia Pan , Ke Yan , Gui-Song Xia

* Accepted by CVPR2022 

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Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration



Zi-Ming Wang , Nan Xue , Ling Lei , Gui-Song Xia

* ICLR 2022 

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Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling



Yang Long , Gui-Song Xia , Liangpei Zhang , Gong Cheng , Deren Li


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