Dr. Xin-Yi Tong

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E-mail: xinyi.tong@tum.de
More information: Google Scholar
Personal Website

 

Curriculum Vitae

  • Since   2023, Post-Doc, AI4EO Lab, TUM
  • 2021 - 2023, Post-Doc, Earth Observation Center, German Aerospace Center (DLR)
  • 2017 - 2020, Ph.D. in Photogrammetry and Remote Sensing, Wuhan University

Research Interests

  • Unsupervised domain adaptation
  • Semi-supervised learning
  • Weakly supervised semantic segmentation
  • Land cover classification

Key Publications

  • Tong, Xin-Yi, Gui-Song Xia, and Xiao Xiang Zhu. "Enabling country-scale land cover mapping with meter-resolution satellite imagery." ISPRS Journal of Photogrammetry and Remote Sensing 196 (2023): 178-196.
  • Dong, Runmin, Lichao Mou, Mengxuan Chen, Weijia Li, Xin-Yi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiaoxiang Zhu, and Haohuan Fu. "Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation." In Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 16783-16793. 2023.
  • Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huangfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang. Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models. Remote Sensing of Environment, vol. 237, 111322, Feb. 2020.
  • Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang. Exploiting Deep Features for Remote Sensing Image Retrieval : A Systematic Investigation. IEEE Transactions on Big Data, vol. 6, no. 3, pp. 507-521, Sept. 2020.