Projects per year
Personal profile
Research Interests
Dr. Jianfeng Ren has research interests in face recognition, image/video processing, statistical pattern recognition, deep learning, human-computer interaction and radar target recognition.
Personal profile
Dr. Jianfeng Ren received the B.Eng. Degree from the National University of Singapore in 2001, and the M.Sc. and Ph.D. degrees from Nanyang Technological University (NTU), in 2009 and 2015, respectively.In December 2007, he joined NTU as a Project Officer, responsible for the development of the faceverification system on mobile devices. In September 2011, he joined the BeingThere Centre, Institute ofMedia Innovation, NTU, as a Research Associate. In 2015-2018, he worked as a Postdoctoral Research Fellow in the School of Electrical and Electronic Engineering, NTU. Currently, he is an assistant professor in the School of Computer Science in University of Nottingham Ningbo China. Since 2009, he has authored or coauthored 10 journal papers and 10 conference papers, including two TIP papers, three PR papers, three SPL papers, and one TMM paper. His research interests include face recognition,image/video processing, statistical pattern recognition, deep learning, human-computer interaction and radar target recognition.
Teaching
Programming Paradigm
Algorithms Correctness and Efficiency
Computer Science Fundamental
Introduction to Image Processing
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 2 Active
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Research on digital twin based key technologies for multi-AGV scheduling and cooperation in complex systems
Bai, R., Ren, J., Yao, Y. & Ullah, F.
1/04/23 → 31/03/26
Project: Government Funded Projects › Vertical-Ningbo Municipal Government Funded Projects
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Ningbo Key Laboratory of Digital Port Technologies
Bai, R., Chong, A., Ren, J. & Dong, N.
8/03/23 → …
Project: Government Funded Projects › Vertical-Ningbo Municipal Government Funded Projects
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A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes
Wang, S., Ren, J., Bai, R., Yao, Y. & Jiang, X., May 2024, In: Pattern Recognition. 149, 110236.Research output: Journal Publication › Article › peer-review
Open Access -
Data augmentation by morphological mixup for solving Raven’s progressive matrices
He, W., Ren, J. & Bai, R., Apr 2024, In: Visual Computer. 40, 4, p. 2457-2470 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
Multi-view spectrogram transformer for respiratory sound classification
He, W., Yan, Y., Ren, J., Bai, R. & Jiang, X., 18 Mar 2024, (Published Online) In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).Research output: Journal Publication › Conference article › peer-review
Open Access -
Scale optimization using evolutionary reinforcement learning for object detection on drone imagery
Zhang, J., Yang, X., He, W., Ren, J., Zhang, Q., Zhao, Y., Bai, R., He, X. & Liu, J., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 1, p. 410-418Research output: Journal Publication › Article › peer-review
Open Access -
A multiobjective single bus corridor scheduling using machine learning-based predictive models
Chen, B., Bai, R., Li, J., Liu, Y., Xue, N. & Ren, J., 3 Jan 2023, In: International Journal of Production Research. 61, 1, p. 131-145 15 p.Research output: Journal Publication › Article › peer-review
Open AccessFile13 Citations (Scopus)62 Downloads (Pure)
Prizes
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Fourth China Industrial Internet Competition Beijing Division Award - Third Prize
Zhu, Junsong (Recipient), Zhang, Huayan (Recipient), Zhou, Yuyang (Recipient), Bai, Ruibin (Recipient) & Ren, Jianfeng (Recipient), 2022
Prize: Other distinction
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The 4th China Industrial Internet Competition Beijing Division - Third Prize
ZHU, Junsong (Recipient), Zhang, Huayan (Recipient), Zhou, Yuyang (Recipient), Bai, Ruibin (Recipient) & Ren, Jianfeng (Recipient), 2022
Prize
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The 7th China Innovation Challenge (Ningbo)-Merit Prize
He, Xiangjian (Recipient), Sun, Xu (Recipient), Bai, Ruibin (Recipient), Ren, Jianfeng (Recipient), LU, Zheng (Recipient), Zhang, Qian (Recipient) & YANG, Jiaqi (Recipient), 2022
Prize: Other distinction