Projects per year
Personal profile
Personal profile
Dr Lei Fan is with Department of Civil Engineering, Design School, Xian Jiaotong-Liverpool University. He is an IEEE Senior Member and a fellow of The Higher Education Academy.
He obtained his first degree (BEng) in Hydraulics from Sichuan University, China, and an MSc degree in Civil Engineering from University of Nottingham, UK. He received a scholarship from the UK's Engineering and Physical Sciences Research Council (EPSRC) to carry out his PhD research in University of Southampton, UK. During his PhD study, he was supported financially by EPSRC to study at Massachusetts Institute of Technology (MIT) as a visiting researcher. He also worked as a consulting engineer for Ramboll (Gifford), London and Atkins, Birmingham for approximately three years.
His main research interests include point cloud, remote sensing, machine/deep learning, semantic segmentation, computer vision, structural monitoring and geohazards.
He is accepting applications from PhD students.
Research interests
Point Cloud, Remote Sensing
Machine Learning, Deep Learning
Semantic Segmentation, Computer Vision
Structural Monitoring, Geohazards
Experience
Xian Jiaotong Liverpool University - Present
Consulting Engineer in Geotechnical Engineering, Atkins - 2014-2015
Visiting researcher, Massachusetts Institute of Technology (MIT) - 2011 to 2012
Consulting Engineer in Civil Structures, Ramboll (Gifford) - 2008 to 2011
Awards and honours
2018 Suzhou SEID Excellent Scientific and Education Talent
2017 Jiangsu Province Shuang Chuang Talent
2010 PhD Scholarship, The Engineering and Physical Sciences Research Council of the UK
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
Ph.D. , University of Southampton, - Dec 2014
MSc , University of Nottingham, - Dec 2008
B.Eng , Sichuan University, - Sep 2008
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Data Analysis of Intelligent Water Inspection using Multi-sensor Drones
Zhang, C., Xu, Y., Fan, L. & Tang, S.
1/12/23 → 30/11/25
Project: Governmental Research Project
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Semantic segmentation of digital city based on fused multi-modal data and neural networks
Fan, L., Cai, Y., Fang, Y. & Chen, C.
1/03/22 → 28/02/25
Project: Internal Research Project
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Enhanced teaching and learning on geology by 3D interactive virtual geological scenes
1/02/23 → 1/02/25
Project: Internal Research Project
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Enhanced education on geology by 3D interactive virtual geological scenes
Fang, Y., Li, Y. & Fan, L., Jun 2025, In: Computers and Education: X Reality. 6, 100094.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Environmental Monitoring Through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste
Zhu, Q., Weng, N., Fan, L. & Cai, Y., 2025, MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Proceedings. Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W-T., Nitta, N., Riegler, M. & Yamasaki, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 362-372 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15520 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Advancements in point cloud data augmentation for deep learning: A survey
Zhu, Q., Fan, L. & Weng, N., Sept 2024, In: Pattern Recognition. 153, 110532.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Algorithm-Driven Extraction of Point Cloud Data Representing Bottom Flanges of Beams in a Complex Steel Frame Structure for Deformation Measurement
Zhao, Y., Wang, D., Zhu, Q., Fan, L. & Bao, Y., Sept 2024, In: Buildings. 14, 9, 2847.Research output: Contribution to journal › Article › peer-review
Open Access -
At-rest lateral earth pressure on retaining structures under narrow backfill widths: A numerical investigation
Weng, N., Fan, L., Zhang, C., Gong, G. & Tan, L., 25 Apr 2024, In: AIMS Geosciences. 10, 2Research output: Contribution to journal › Article › peer-review
Activities
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Information Fusion (Journal)
Lei Fan (Reviewer)
2024Activity: Peer-review and editorial work of publications › Publication Peer-review
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Geomatics, Natural Hazards and Risk (Journal)
Lei Fan (Reviewer)
2024 → …Activity: Peer-review and editorial work of publications › Publication Peer-review
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Successfully supervised the PhD student Cheng Chen to completion
Lei Fan (Supervisor)
2024Activity: Supervision › PhD Supervision
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Geocarto International (Journal)
Lei Fan (Reviewer)
2024Activity: Peer-review and editorial work of publications › Publication Peer-review
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Natural Hazards (Journal)
Lei Fan (Reviewer)
2024 → …Activity: Peer-review and editorial work of publications › Publication Peer-review