Jinguang Cheng

Ph.D. Student at BUPT.

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School of Computer Science

Beijing University of Posts and Telecommunications

Beijing, China

I am a Ph.D. student at the School of Computer Science, Beijing University of Posts and Telecommunications (BUPT), supervised by Prof. Anlong Ming. My research is focused on computer vision, aiming to improve how machines interpret visual aesthetics and color information.

Prior to my doctoral studies, I received my Master’s degree from Ningbo University, under the supervision of Prof. Qiuping Jiang.

My research focuses on the intersection of Computational Photography and Visual Understanding:

  • Image Aesthetics Assessment (IAA): Quantifying and evaluating the aesthetic quality of digital images.
  • Color Aesthetics: Exploring the rules of color harmony and visual preferences.
  • White Balance: Restoring true colors under varying lighting conditions.
  • Object Detection: Localizing and identifying semantic objects within complex visual scenes.


News:

  • [2025.11] 🎉 One paper on image color temperature aesthetics has been accepted by AAAI 2026!

selected publications

  1. AAAI
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    Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks
    Jinguang Cheng, Chunxiao Li, Shuai He, and 2 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2026
    PDF Code
  2. TNNLS
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    High-precision dichotomous image segmentation with frequency and scale awareness
    Qiuping Jiang, Jinguang Cheng, Zongwei Wu, and 2 more authors
    IEEE Transactions on Neural Networks and Learning Systems, 2024
    PDF Code
  3. TCSVT
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    Bidirectional collaborative mentoring network for marine organism detection and beyond
    Jinguang Cheng, Zongwei Wu, Shuo Wang, and 2 more authors
    IEEE Transactions on Circuits and Systems for Video Technology, 2023
    PDF Code