Publications

You can also find my articles on my Google Scholar profile.

Patents


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Vehicle Category Classification from Surveillance Videos
Fei Dai, Linjun Lu
US Patent US20250174006A1 2025 [Download Paper]
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Automatic Roller Path Tracking and Mapping for Pavement Compaction Using Infrared Thermography
Fei Dai, Linjun Lu
US Patent US12140961B2 2024 [Download Paper]

Selected Journal Articles


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A Novel 3D Deep Learning Architecture for Image-Guided Pavement Defect Detection in GPR Data
Yuandong Pan, Linjun Lu*, Mudan Wang, Florian Noichl, Fan Xue, Brian Sheil, Lavindra de Silva, André Borrmann, Ioannis Brilakis
Advanced Engineering Informatics (Under Review) 2025
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Regional Graph-Based Pavement Condition Data Quality Assessment in Support of Trustworthy Highway Infrastructure Digital Twins
Linjun Lu, Yuandong Pan, Brian Sheil, Peihang Luo, and Ioannis Brilakis
Automation in Construction 2025 [Download Paper]
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Modeling Heterogeneous Spatiotemporal Pavement Data for Condition Prediction and Preventive Maintenance in Digital Twin-enabled Highway Management
Linjun Lu, Alix Marie d'Avigneau, Yuandong Pan, Zhaojie Sun, Peihang Luo, and Ioannis Brilakis
Automation in Construction 2025 [Download Paper]
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Automated FHWA Vehicle Classification Using Combined Semantic and Geometric Features Extracted from Surveillance Videos
Linjun Lu, Fei Dai
Journal of Computing in Civil Engineering 2025 [Download Paper] [Video]
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Development of A Trustworthy AI-supported Digital Twin Framework for Road Operation and Maintenance
Linjun Lu, Mengtian Yin, Yue Xie, Yuandong Pan, Mudan Wang, Ioannis Brilakis
Smart Construction 2025 [Download Paper]
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Exploring the Value of Digital Twins for Information Management in Highway Asset Maintenance
Mengtian Yin, Varun Kumar Reja, Ran Wei, Ioannis Brilakis, Brian Sheil, Federico Perrotta, Alix Marie d'Avigneau, Linjun Lu
Developments in the Built Environment 2025 [Download Paper]
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Scan-to-graph: Automatic Generation and Representation of Highway Geometric Digital Twins from Point Cloud Data
Yuandong Pan, Mudan Wang, Linjun Lu, Ran Wei, Stefano Cavazzi, Matt Peck, Ioannis Brilakis
Automation in Construction 2024 [Download Paper]
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Accurate Road User Localization in Aerial Images Captured by Unmanned Aerial Vehicles
Linjun Lu, Fei Dai
Automation in Construction 2024 [Download Paper]
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Digitalization of Traffic Scenes in Support of Intelligent Transportation Applications
Linjun Lu, Fei Dai
Journal of Computing in Civil Engineering 2023 [Download Paper] [Video]
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Uniformity Inspection of Tack Coats Through Measurement Conducted on Drone-collected Images
Aida da Silva, Linjun Lu, Zhenhua Zhu, Linbing Wang, Fei Dai
Canadian Journal of Civil Engineering 2023 [Download Paper]
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Automated Visual Surveying of Vehicle Heights to Help Measure the Risk of Overheight Collisions Using Deep Learning and View Geometry
Linjun Lu, Fei Dai
Computer‐Aided Civil and Infrastructure Engineering 2022 [Download Paper] [Video]
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A Unified Normalization Method for Homography Estimation Using Combined Point and Line Correspondences
Linjun Lu, Fei Dai
Computer‐Aided Civil and Infrastructure Engineering 2021 [Download Paper]
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Automatic Roller Path Tracking and Mapping for Pavement Compaction Using Infrared Thermography
Linjun Lu, Fei Dai
Computer‐Aided Civil and Infrastructure Engineering 2021 [Download Paper] [Video]

Other Journal Articles


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Mitigating Thermal‐induced Image Drift for Videogrammetric Technique in Support of Structural Monitoring Applications
Hua‐Fei Zhou, Zhao‐Yi Li, Lin‐Jun Lu, Yi‐Qing Ni
Structural Control and Health Monitoring 2021 [Download Paper]
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Output-only Modal Analysis for Non-synchronous Data Using Stochastic Sub-space Identification
Lin-Jun Lu, Hua-Fei Zhou, Yi-Qing Ni, Fei Dai
Engineering Structures 2021 [Download Paper]
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Exploration of Temperature Effect on Videogrammetric Technique for Displacement Monitoring
Hua-Fei Zhou, Lin-jun Lu, Zhao-Yi Li, Yi-Qing Ni
Smart Structures and Systems 2020 [Download Paper]
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Performance of Videogrammetric Displacement Monitoring Technique Under Varying Ambient Temperature
Huafei Zhou, Linjun Lu, Zhaoyi Li, Yiqing Ni
Advances in Structural Engineering 2019 [Download Paper]
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Temperature Effects on Vision Measurement System in Long-term Continuous Monitoring of Displacement
Huafei Zhou, Jiangfang Zheng, Ziling Xie, Linjun Lu, Yiqing Ni, JM Ko
Renewable Energy 2017 [Download Paper]
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An Investigation Into Fracture Behavior of Geopolymer Concrete with Digital Image Correlation Technique
Ziling Xie, Hhuafei Zhou, Linjun Lu, Zian Chen
Construction and Building Materials 2017 [Download Paper]