About Me

I am currently an PhD Candidate at the School of Computer Science, Northwestern Polytechnical University, advised by Prof. Xuelong Li. My research interest is computer vision, currently with an emphasis on image enhancement, restoration, and generation.

E-mail: liguanlin1229@gmail.com

Publications

• Low-light Image Enhancement with SAM-based Structure Priors and Guidance
  G. Li, B. Zhao, and X. Li*
  IEEE Transactions on on Multimedia (T-MM), 2024.
  [PDF]

• Low-light hyperspectral image enhancement
  X. Li*, G. Li, and B. Zhao
  IEEE Transactions on Geoscience and Remote Sensing (T-GRS), vol. 60, no. 1, pp. 1-13, 2022.
  [PDF]

• Image harmonization with simple hybrid CNN-transformer network
  G. Li, B. Zhao*, and X. Li*
  Neural Networks (NN), 2024.
  [PDF]

• Image Harmonization in Complex Degradation Scenes
  G. Li, B. Zhao*, and X. Li*
  Pattern Recognition (PR), 2024. (Under Review)

• Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement
  G. Li, Ke Zhang*, Ting Wang, Ming Li, B. Zhao, and X. Li*
  IEEE Transactions on on Multimedia (T-MM), 2024. (Under Review)

• An Efficient Human-Computer Interaction in Battlefield Environment via Multi-stream Learning
  P. Li, C. Li, G. Li, K. Guo, J. Yang, and Z. Liu
  IEEE International Conference on Pattern Recognition and Artificial Intelligence (PRAI), 2022, pp. 276-281.
  [PDF]