Projects per year
Personal profile
Personal profile
Dr. LU Zheng joins UNNC as an Assistant Professor in 2017 after his assistant professorship at the City University of Hong Kong since 2013. Before working as a university faculty member, He was a Postdoctoral Research Fellow at University of Texas at Austin. He was an intern at Microsoft Research Asia from 2009 to 2010. He also worked as a Research Assistant under various research projects during his PhD candidature. He was a software engineer at Fuji Xerox Singapore Software Center from 2004 to 2006.
Dr. LU Zheng’s research work has been published in top international journals and conferences with hundreds of citations. Applications of his work has been reported by various media such as Wall Street Journal, Xinhua news, Straight Times, Daily Science, etc. He also serves regularly as program committee member and reviewer of top journals and conferences in the area of computer vision, image processing, multimedia, etc.
Expertise Summary
Dr LU Zheng’s current research interests include computer vision, image processing and machine learning, specially:
- Applied computer vision for eHeritage
- Egocentric video analysis
- Object/action recognition and visual discovery
- Big data analytics
Teaching
Machine Learning
Computer Vision
Person Types
- Staff
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Projects
- 1 Finished
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Internet+ Smart Triage Tool and its application in Ningbo Hospital
1/12/18 → 30/11/21
Project: Government Funded Projects › Vertical-Ningbo Municipal Government Funded Projects
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Cross-document attention-based gated fusion network for automated medical licensing exam
Liu, J., Ren, J., Lu, Z., He, W., Cui, M., Zhang, Z. & Bai, R., 1 Nov 2022, In: Expert Systems with Applications. 205, 117588.Research output: Journal Publication › Article › peer-review
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ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization
Zhang, Z., Shu, C., Chen, Y., Xiao, J., Zhang, Q. & Zheng, L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
OCCLUSION-INVARIANT REPRESENTATION ALIGNMENT FOR ENTITY RE-IDENTIFICATION
Jiang, Z., Xu, K., Du, H., Jin, H., Lu, Z. & Zhang, Q., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 3266-3270 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Open Domain Response Generation Guided by Retrieved Conversations
Shu, C., Zhang, Z., Chen, Y., Xiao, J., Lau, J. H., Zhang, Q. & Lu, Z., 2022, (Accepted/In press) In: IEEE Access. p. 1 1 p.Research output: Journal Publication › Article › peer-review
Open Access -
Rain-component-aware capsule-GAN for single image de-raining
Yang, F., Ren, J., LU, Z., Zhang, J. & Zhang, Q., Mar 2022, In: Pattern Recognition. 123, 108377.Research output: Journal Publication › Article › peer-review
4 Citations (Scopus)
Prizes
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The 7th China Innovation Challenge (Ningbo)-Merit Prize
He, Sean (Recipient), Sun, Xu (Recipient), Bai, Ruibin (Recipient), Ren, Jianfeng (Recipient), LU, Zheng (Recipient), Zhang, Qian (Recipient) & YANG, Jiaqi (Recipient), 2022
Prize: Other distinction