Research output per year
Research output per year
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.
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Dive into the research topics where Jie CHEN is active. Topic labels come from the works of this scholar.
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Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration
Chen, J., Yang, Z., Chan, T. N., Li, H., Hou, J. & Chau, L. P., 22 Mar 2022, In: IEEE Transactions on Image Processing. 31, p. 2661-2672 12 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Deep Coarse-to-Fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-Aware Fusion
Jin, J., Hou, J., Chen, J., Zeng, H., Kwong, S. & Yu, J., 1 Apr 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 4, p. 1819-1836 18 p.Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus) -
Deep Spatial-angular Regularization for Light Field Imaging, Denoising, and Super-resolution
Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L-P., 1 Oct 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 10, p. 6094-6110 17 p.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
NEX+: Novel View Synthesis with Neural Rregularisation over Multi-Plane Images
Xing, W. & Chen, J., 23 May 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1581-1585 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
A Multi-Stage Progressive Learning Strategy for COVID-19 Diagnosis using Chest Computed Tomography with Imbalanced Data
Yang, Z., Hou, Y., Chen, Z., Zhang, L. & Chen, J., Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 8578-8582 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review
Open Access5 Citations (Scopus)
Press/Media
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浸大人機合唱賀回歸25周年 AI舞蹈家表演自編芭蕾舞 虛擬合唱團高歌《東方之珠》
Jie CHEN, Wei XUE & Qifeng LIU
5/07/22
1 item of Media coverage
Press/Media
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音樂會將呈現藝術科技成果自編芭蕾舞唱《東方之珠》 浸大AI獻歌舞賀回歸25載
Jie CHEN, Wei XUE & Qifeng LIU
5/07/22
1 item of Media coverage
Press/Media
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音樂會增「AI自主」 聞歌起舞製動畫 浸大「訓練」避指示 展現學習理解力
Jie CHEN, Wei XUE & Qifeng LIU
5/07/22
1 item of Media coverage
Press/Media
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香港浸会大学发布“东方之珠”人工智能音画视频 庆祝香港回归祖国25周年
Jie CHEN, Wei XUE & Qifeng LIU
30/06/22
1 item of Media coverage
Press/Media