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Event-based Synthetic Aperture Imaging with a Hybrid Network


Mar 30, 2021
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia


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Deep Graph Matching under Quadratic Constraint


Mar 14, 2021
Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia


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ReDet: A Rotation-equivariant Detector for Aerial Object Detection


Mar 13, 2021
Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia

* Accepted by CVPR2021 

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Unsupervised Pretraining for Object Detection by Patch Reidentification


Mar 08, 2021
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia


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Event-based Synthetic Aperture Imaging


Mar 03, 2021
Xiang Zhang, Liao Wei, Lei Yu, Wen Yang, Gui-Song Xia

* 9 pages, 7 figures 

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Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges


Feb 24, 2021
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

* 15 pages, 9 figures 

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Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery


Feb 05, 2021
Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang


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Unmixing Convolutional Features for Crisp Edge Detection


Nov 19, 2020
Linxi Huan, Xianwei Zheng, Nan Xue, Wei He, Jianya Gong, Gui-Song Xia


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Asymmetric Siamese Networks for Semantic Change Detection


Oct 12, 2020
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo


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Mixed Noise Removal with Pareto Prior


Aug 27, 2020
Zhou Liu, Lei Yu, Gui-Song Xia, Hong Sun


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Align Deep Features for Oriented Object Detection


Aug 21, 2020
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia


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Event Enhanced High-Quality Image Recovery


Jul 16, 2020
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang


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Implicit Euler ODE Networks for Single-Image Dehazing


Jul 13, 2020
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang

* 10pages, 10 figures, "for the associate project, see https://github.com/Jiawei-Shen?tab=repositories", submitted to CVPR workshop "vision for four seasons", 

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X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data


Jul 11, 2020
Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu

* ISPRS Journal of Photogrammetry and Remote Sensing,2020,167:12-23 

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DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation


Jun 22, 2020
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li

* Article submitted to IEEE Geoscience and Remote Sensing Magazine 

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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities


May 03, 2020
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia

* 20 pages, 10 figures 

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FGN: Fully Guided Network for Few-Shot Instance Segmentation


Mar 31, 2020
Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li

* Accepted by CVPR 2020, 10 pages, 6 figures, 

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Zero-Assignment Constraint for Graph Matching with Outliers


Mar 26, 2020
Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia


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Fisheye Distortion Rectification from Deep Straight Lines


Mar 25, 2020
Zhu-Cun Xue, Nan Xue, Gui-Song Xia


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Holistically-Attracted Wireframe Parsing


Mar 03, 2020
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr

* Accepted by CVPR 2020 

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Plug & Play Convolutional Regression Tracker for Video Object Detection


Mar 02, 2020
Ye Lyu, Michael Ying Yang, George Vosselman, Gui-Song Xia


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Learning Regional Attraction for Line Segment Detection


Dec 18, 2019
Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr

* Accepted to IEEE TPAMI. arXiv admin note: text overlap with arXiv:1812.02122 

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Conditional Generative ConvNets for Exemplar-based Texture Synthesis


Dec 17, 2019
Zi-Ming Wang, Meng-Han Li, Gui-Song Xia


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Gliding vertex on the horizontal bounding box for multi-oriented object detection


Nov 21, 2019
Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, Xiang Bai


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LIP: Learning Instance Propagation for Video Object Segmentation


Sep 30, 2019
Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang

* ICCVW19 

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iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images


May 30, 2019
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai

* CVPR'19 Workshops (Detecting Objects in Aerial Images) 

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Learning to Calibrate Straight Lines for Fisheye Image Rectification


May 01, 2019
Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen

* IEEE Conference on Computer Vision and Pattern Recognition, 2019 

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