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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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A Functional Representation for Graph Matching

Jan 16, 2019
Fu-Dong Wang, Gui-Song Xia, Nan Xue, Yipeng Zhang, Marcello Pelillo


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Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives

Dec 20, 2018
Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang


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Learning Attraction Field Representation for Robust Line Segment Detection

Dec 05, 2018
Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang

* 18 pages, single column 

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Learning RoI Transformer for Detecting Oriented Objects in Aerial Images

Dec 01, 2018
Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu


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GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images

Nov 07, 2018
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu


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Texture Mixing by Interpolating Deep Statistics via Gaussian Models

Jul 29, 2018
Zi-Ming Wang, Gui-Song Xia, Yi-Peng Zhang


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Adaptively Transforming Graph Matching

Jul 26, 2018
Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia


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Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images

Jul 16, 2018
Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang


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Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation

Jul 15, 2018
Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang


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Accurate Building Detection in VHR Remote Sensing Images using Geometric Saliency

Jun 10, 2018
Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang

* IGRASS'18 conference paper 

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