Projects per year
Personal profile
Personal profile
Dr. Fei Cheng is a Lecturer at Xian Jiaotong-Liverpool University (XJTLU) at the Department of and Networking (CAN). He received both Ph.D. degree and MSc degree from University of Liverpool in 2018 and 2014, respectively. His research interests are computer vision, machine learning, and multimedia technology.
Research interests
Sequence Forecasting
Deep Learning
Machine Learning
Computer Vision
3D Video Coding
Multimedia Technology
Experience
Lecturer, Xian Jiaotong-Liverpool University, 2019 - Present
Teaching
CSE205-Introduction to Networking
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):
Education/Academic qualification
BEng, Jiangsu University of Science and Technology, 2011
MSc, University of Liverpool, 2013
PhD, University of Liverpool, 2018
Research areas
- Computer Vision
- Machine Learning
- Industry Detection
- Multimedia Technology
Person Types
- Staff
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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
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3D Gaussian Splatting Model Based Object Segmentation and Intelligent Measurement for Intelligent Construction Application
Cheng, F. (PI)
15/03/25 → 15/03/27
Project: Collaborative Research Project
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A Multimodal Large Model Framework for Industrial Defect Detection
Xiao, J. (PI), Cheng, F. (Team member) & Dai, T. (Team member)
1/01/25 → 31/12/28
Project: Governmental Research Project
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TDF: Artificial Intelligence Technology (AI-Tech) Enhanced Vocabulary Learning
Zhou, M. (PI), Bi, X. (CoI), Naidoo, A. (CoI) & Cheng, F. (CoI)
1/08/23 → 31/08/25
Project: Internal Research Project
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Authenticated Key Agreement for Intelligent Edge
Zhang, J. (PI), Cheng, F. (Team member), Abel, A. (Team member), Kan, J. (Team member) & Hong, X. (Team member)
1/07/20 → 30/06/23
Project: Governmental Research Project
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Authenticated Key Agreement for Intelligent Edge
Zhang, J. (PI), Cheng, F. (Team member), 李素娟 (Team member), 吴戈 (Team member), Abel, A. (Team member) & 阚嘉 (Team member)
1/01/20 → 31/12/22
Project: Internal Research Project
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DFF: Sequential Dual-Branch Feature Fusion for Maritime Radar Object Detection and Tracking via Video Processing
Li, D., Xia, Y., Cheng, F., Ji, C., Yan, J., Xian, W., Wei, X., Zhou, M. & Qin, Y., Aug 2025, In: Applied Sciences (Switzerland). 15, 16, 9179.Research output: Contribution to journal › Article › peer-review
Open Access -
第八届中国高校智能机器人创意大赛: 三等奖
Translated title of the contribution :The 8th China University Intelligent Robot Creativity Competition: Third Price Research output: Practice-based research output › Exhibition/ Event/ Festival › Curated works: Physical Exhibition/ Event/ Festival
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A Content-Aware Full-Reference Image Quality Assessment Method using a Gram Matrix and Signal-to-Noise
Han, S., Huang, Y., Zhou, M., Wei, X., Jia, F., Zhuang, X., Cheng, F., Xiang, T., Feng, Y., Pu, H. & Luo, J., 2024, In: IEEE Transactions on Broadcasting. 70, 4, p. 1279-1291 13 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
A Data and Knowledge Fusion-Driven Early Fault Warning Method for Traction Control Systems
Shan, N., Xu, X., Bao, X., Cheng, F., Liao, T. & Qiu, S., 2024, In: International Journal of Intelligent Systems. 2024, 5115148.Research output: Contribution to journal › Article › peer-review
Open Access -
Anomaly Detection Integration-framework for Network Services in Computer Education Systems
Yang, S., Lin, J., Wang, Q., Wei, X., Pu, H., Luo, J., Cheng, F. & Zhou, M., 15 Apr 2024, In: Journal of Circuits, Systems and Computers. 38, 9, 2451014.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
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Research on pathological analysis based on fluorescence field images
Cheng, F. (Supervisor)
1 Jun 2025 → 30 Aug 2025Activity: Supervision › Completed SURF Project
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中英双语古典文学情感与情绪标注语料库建设.
Zhou, J. (Speaker), Zhang, X. (Speaker) & Cheng, F. (Speaker)
17 Nov 2024 → 18 Nov 2024Activity: Talk or presentation › Presentation at conference/workshop/seminar
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2024 "Hangzhidongli Cup" Jiangsu Province University Contest on Intelligent Robot Innovations, Third Prize
Wang, Z. (Participant) & Cheng, F. (Participant)
Jul 2024Activity: Other
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Analysis and monitoring method of Construction Progress Based on Image Segmentation
Cheng, F. (Supervisor)
1 Jun 2022 → 31 Aug 2022Activity: Supervision › Completed SURF Project
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High-Recall 2-Dimensional Barcode Recognition Using Deep Neural Network
Cheng, F. (Supervisor)
1 Jun 2021 → 31 Aug 2021Activity: Supervision › Completed SURF Project