Xiuli Bi

Xiuli Bi

Professor, Ph.D supervisor

About Me

I am currently a professor with the College of Computer Science and Technology at Chongqing University of Posts and Telecommunications. I received her B.Sc. and M.Sc. degrees from Shanxi Normal University, China, in 2004 and 2007 respectively, and Ph.D. degree in Computer Science from the University of Macau in 2017.

Research Interests

  • Image Processing and Pattern Recognition.
  • Multimedia Forensic
  • Adversarial Machine Learning.

Research Experience

  • “Image Content Forgery Detection Based on Correlation Analysis of Device Fingerprint and Operation Chain Fingerprint”, Natural Science Foundation of China (No.62172067), 12/2021-12/2025, PI, on-going.
  • “Image Forgery Blind Detection and Recovery by Feature Learning”, Natural Science Foundation of China (No.61806032), 01/2019-12/2021, PI, accomplished.
  • “Image Forgery Detection Technology and Application”, Chongqing Education Commission Science & Technology Research Program (KJQN201800611), 07/2018-07/2021, PI, accomplished.
  • “Content Security Technology and Its Application on Medical Image Protection”, National Key R&D Program (2019YFE0110800), 12/2022-11/2023, Principal Member, on-going.
  • The Decision-Making of Heart Disease Auxiliary based on Big Data of Heart Sound”, Natural Science Foundation of China (No.61976031), 01/2020-12/2023, Principal Member, on-going.
  • “Development of Fetal Sound-Cardiac-Ultrasound Multi-modal Auxiliary Diagnostic Equipment”, National Major Scientific Research Instrument Development Project (No.62027827), 01/2021-12/2025, Principal Member, on-going.

Publications

Check the complete list here.

  • Self-supervised image local forgery detection by JPEG compression trace.
    Xiuli Bi, Wuqing Yan, Bo Liu, Bin Xiao, Weisheng Li, Xinbo Gao.
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. [paper]

  • DLBD: A Self-Supervised Direct-Learned Binary Descriptor.
    Bin Xiao, Yang Hu, Bo Liu, Xiuli Bi*, Weisheng Li, Xinbo Gao.
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [paper]

  • Privacy-preserving color image feature extraction by quaternion discrete orthogonal moments.
    Xiuli Bi, Chao Shuai, Bo Liu, Bin Xiao, Weisheng Li, and Xinbo Gao.
    IEEE Transactions on Information Forensics and Security, 2022. [paper]

  • A versatile detection method for various contrast enhancement manipulations.
    Xiuli Bi, Yixuan Shang, Bo Liu, Bin Xiao, Weisheng Li, and Xinbo Gao.
    IEEE Transactions on Circuits and Systems for Video Technology, 2022. [paper]

  • Detecting generated images by real images.
    Bo Liu, Fan Yang, Xiuli Bi*, Bin Xiao, Weisheng Li, and Xinbo Gao.
    European Conference on Computer Vision (ECCV), 2022. [paper]

  • IEMask R-CNN: Information-enhanced Mask R-CNN.
    Xiuli Bi, Jinwu Hu, Bin Xiao, WeiSheng Li, Xinbo Gao.
    IEEE Transactions on Big Data, 2022. [paper] [code]

  • Reality transform adversarial generators for image splicing forgery detection and localization.
    Xiuli Bi, Zhipeng Zhang, Bin Xiao.
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021. [paper]

  • DTMNet: a discrete tchebichef moments-based deep neural network for multi-focus image fusion.
    Bin Xiao, Haifeng Wu, Xiuli Bi*.
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021. [paper]

  • 2D-LCoLBP: A Learning Two-Dimensional Co-Occurrence Local Binary Pattern for Image Recognition.
    Xiuli Bi, Yuan Yuan, Bin Xiao, Weisheng Li, and Xinbo Gao.
    IEEE Transactions on Image Processing, 2021. [paper]

Professional Activities

  • CCF member.