Jian Ding

CAPTAIN Group

LIESMARS, Wuhan University

Email: jian.ding@whu.edu.cn

Github: https://github.com/dingjiansw101

Google Scholar: https://scholar.google.com.sg/citations?user=5HM8wcgAAAAJ&hl=en


I'm a Ph.D. student (2020-) of LIESMARS at Wuhan University, supervised by Prof. Gui-Song Xia. My research interests lie on object detection, visual representation learning and remote sensing. I am the maintainer of DOTA dataset and iSAID dataset. Recently, My interest focus on self supervised learning.

Recent News

  • 2021-07 One paper is accepted by ICCV 2021.
  • 2021-02 One paper is accepted by CVPR 2021.
  • 2020-11 I will serve as reviewer for CVPR 2021.
  • 2020-09 We release the code of Align Deep Features for Oriented Object Detection.
  • 2020-02 We release the code of new benchmarks for aerial object detection.
  • 2019-03 I co-organize the 1st Workshop on Detecting Objects in Aerial Images in conjunction with IEEE CVPR 2019.

  • Educations

    • Ph.D. in Communication and Information System, 2020-
      Wuhan University, China
    • M.Sc in Communication and Information System, 2017-2020
      Wuhan University, China
    • B.Sc in Aircraft Design and Engineering, 2013-2017
      Northwestern Polytechnical University, China

    Publications

    (* Equal Contribution)
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    DOTA: A Large-scale Dataset for Object Detection in Aerial Images. [PDF] [Project Page]

    Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang.

    CVPR, 2018.

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    Learning RoI Transformer for Detecting Oriented Objects in Aerial Images. [PDF] [Pytorch Code] [MxNet Code]

    Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu.

    CVPR, 2019.

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    Mask obb: A semantic attention-based mask oriented bounding box representation for multi-category object detection in aerial images. [PDF]

    Jinwang Wang*, Jian Ding*, Haowen Guo, Wensheng Cheng, Ting Pan, Wen Yang.

    Remote Sensing, 2019.

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    Align Deep Features for Oriented Object Detection. [PDF] [Code]

    Jiaming Han*, Jian Ding*, Jie Li, Gui-Song Xia.

    TGRS, 2020.

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    ReDet: A Rotation-equivariant Detector for Aerial Object Detection. [PDF] [Code]

    Jiaming Han*, Jian Ding*, Nan Xue, Gui-Song Xia.

    CVPR, 2021.

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    Unsupervised Pretraining for Object Detection by Patch Reidentification. [PDF] [Code]

    Jian Ding*, Enze Xie*, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia.

    arxiv, 2021.

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    DetCo: Unsupervised Contrastive Learning for Object Detection. [PDF] [Code]

    Enze Xie*, Jian Ding*, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo.

    ICCV, 2021.

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    Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. [PDF] [Code]

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

    arxiv, 2021.



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