Personal profile

Chinese Name

陳杰

Biography

I am an assistant professor at the Department of Computer Science, Hong Kong Baptist Univresity. Before joining HKBU, I was a senior algorithm engineer at Omnivision Technologies Inc. Singapore, focusing on next generation HDR solutions. Before that, I was a research fellow at ST Engineering-NTU Corporate Laboratory, Singapore. I received the B.S. and the M. Eng degree both from School of Optical and Electronic Information, Huazhong University of Science and Technology, China, and the Ph.D. degree in the School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore.

Research Interests

  • Computational photography (light field imaging, high dynamic range imaging, hyperspectral imaging and computational tomography), novel imaging systems.
  • Image/video signal processing and restoration
  • Multimedia signal capture, reconstruction and content generation (3D vision, motion and music).
  • AI for Art-Tech and Humanities.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities
  • SDG 17 - Partnerships for the Goals

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Dive into the research topics where Jie CHEN is active. Topic labels come from the works of this scholar.
  • 1 Similar Scholars

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning

    Yan, Q., Wang, Q., Zhao, K., Chen, J., Li, B., Chu, X. & Deng, F., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan , S. (eds.). AAAI press, p. 6440-6448 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 6).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    2 Citations (Scopus)
  • Enhanced Physics-Informed Neural Networks with Optimized Sensor Placement via Multi-Criteria Adaptive Sampling

    Zhou, C., Chen, J., Yang, Z., Matyasko, A. & Png, C. E., 9 Sept 2024, Proceedings - 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p. (Proceedings - International Joint Conference on Neural Networks (IJCNN) ).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion Framework

    Jiang, J. & Chen, J., Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 7870-7874 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues

    Yang, X., Chen, J. & Yang, Z., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). Washington, DC: AAAI press, p. 6567-6575 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • Mesh-Centric Gaussian Splatting for Human Avatar Modelling with Real-time Dynamic Mesh Reconstruction

    Zhang, R. & Chen, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. Luo, Y., Do, T. & Yan, Y. (eds.). New York: Association for Computing Machinery (ACM), p. 6823-6832 10 p. (Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access