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Gui-Song Xia

Gui-Song Xia

D-Index & Metrics

Computer Science

D-Index
57
Citations
29487
World Ranking
3729
National Ranking
497

Overview

Gui-Song Xia is affiliated with Wuhan University in China and has extensively contributed to the fields of computer science and engineering. Their research spans primarily across computer vision and pattern recognition, artificial intelligence, media technology, aerospace engineering, and environmental engineering.

The scientist's publication record includes a substantial number of papers focusing on advanced topics such as advanced image and video retrieval techniques, advanced neural network applications, remote-sensing image classification, robotics and sensor-based localization, advanced vision and imaging, domain adaptation and few-shot learning, as well as video surveillance and tracking methods.

Frequent coauthors in their work include Wen Yang, Nan Xue, Liangpei Zhang, Huai Yu, and Lei Yu. Gui-Song Xia's research has been published extensively in venues such as arXiv (Cornell University), IEEE Transactions on Geoscience and Remote Sensing, ISPRS Journal of Photogrammetry and Remote Sensing, IEEE Transactions on Pattern Analysis and Machine Intelligence, and IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Recent publications include:

  • Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities (2020), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • Align Deep Features for Oriented Object Detection (2021), IEEE Transactions on Geoscience and Remote Sensing
  • Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection (2020), IEEE Transactions on Pattern Analysis and Machine Intelligence
  • UAVid: A semantic segmentation dataset for UAV imagery (2020), ISPRS Journal of Photogrammetry and Remote Sensing
  • Transformers in Remote Sensing: A Survey (2023), Remote Sensing

Best Publications

  • DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

    Gui-Song Xia;Xiang Bai;Jian Ding;Zhen Zhu

  • Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

    Xiao Xiang Zhu;Devis Tuia;Lichao Mou;Gui-Song Xia

  • Deep learning in remote sensing: a review

    Xiao Xiang Zhu;Devis Tuia;Lichao Mou;Gui-Song Xia

  • AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

    Gui-Song Xia;Jingwen Hu;Fan Hu;Baoguang Shi

  • AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification

    Gui-Song Xia;Jingwen Hu;Fan Hu;Baoguang Shi

  • Learning RoI Transformer for Oriented Object Detection in Aerial Images

    Jian Ding;Nan Xue;Yang Long;Gui-Song Xia

  • Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

    Fan Hu;Gui-Song Xia;Jingwen Hu;Liangpei Zhang

  • Align Deep Features for Oriented Object Detection

    Jiaming Han;Jian Ding;Jie Li;Gui-Song Xia

  • Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection

    Yongchao Xu;Mingtao Fu;Qimeng Wang;Yukang Wang

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

    Gong Cheng;Xingxing Xie;Junwei Han;Lei Guo

  • ReDet: A Rotation-equivariant Detector for Aerial Object Detection

    Jiaming Han;Jian Ding;Nan Xue;Gui-Song Xia

  • Land-cover classification with high-resolution remote sensing images using transferable deep models

    Xin-Yi Tong;Gui-Song Xia;Qikai Lu;Huanfeng Shen

  • Rotation-Sensitive Regression for Oriented Scene Text Detection

    Minghui Liao;Zhen Zhu;Baoguang Shi;Gui-song Xia

  • A survey on vision-based UAV navigation

    Yuncheng Lu;Zhucun Xue;Gui-Song Xia;Liangpei Zhang

  • Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery

    Qiqi Zhu;Yanfei Zhong;Bei Zhao;Gui-Song Xia

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

    Jian Ding;Nan Xue;Gui-Song Xia;Xiang Bai

  • UAVid: A semantic segmentation dataset for UAV imagery

    Ye Lyu;George Vosselman;Gui-Song Xia;Alper Yilmaz

  • Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

    Bei Zhao;Yanfei Zhong;Gui-Song Xia;Liangpei Zhang

  • Tiny Object Detection in Aerial Images

    Jinwang Wang;Wen Yang;Haowen Guo;Ruixiang Zhang

  • Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

    Zhiwei Li;Huanfeng Shen;Huifang Li;Guisong Xia

  • STRUCTURAL HIGH-RESOLUTION SATELLITE IMAGE INDEXING

    Gui-Song Xia;Wen Yang;Julie Delon;Yann Gousseau

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

    Syed Waqas Zamir;Aditya Arora;Akshita Gupta;Salman H. Khan

Frequent Co-Authors

Liangpei Zhang
Liangpei Zhang Wuhan University
Xiang Bai
Xiang Bai Huazhong University of Science and Technology
Mihai Datcu
Mihai Datcu German Aerospace Center
Dengxin Dai
Dengxin Dai Huawei Zurich
Yanfei Zhong
Yanfei Zhong Wuhan University
Marcello Pelillo
Marcello Pelillo Ca Foscari University of Venice
Yann Gousseau
Yann Gousseau Télécom ParisTech
Xiao Xiang Zhu
Xiao Xiang Zhu Technical University of Munich
Serge Belongie
Serge Belongie University of Copenhagen
Song Bai
Song Bai ByteDance

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