Jinchao Guan

Automated pixel-level pavement distress detection based on stereo vision and deep learning

Jinchao Guan, Xu Yang, Ling Ding et al. · Automation in Construction · 2021 · 184 citations

Convolutional Neural Network, Image Classification, Image Analysis +10

Automated guided vehicles and autonomous mobile robots for recognition and tracking in civil engineering

Jianqi Zhang, Yang Xu, Wei Wang et al. · Automation in Construction · 2022 · 141 citations

Image Analysis, Machine Vision, Engineering +11

One-stage 3D profile-based pavement crack detection and quantification

Zhihao Pan, Jinchao Guan, Xu Yang et al. · Automation in Construction · 2023 · 32 citations · Full text

Multi-objective optimization for sustainable road network maintenance under traffic equilibrium: Incorporating costs and environmental impacts

Jinchao Guan, Xu Yang, Lingyun You et al. · Journal of Cleaner Production · 2021 · 28 citations

Transport Efficiency, Engineering, Whole Life Cost +7

Full field-of-view pavement stereo reconstruction under dynamic traffic conditions: Incorporating height-adaptive vehicle detection and multi-view occlusion optimization

Jinchao Guan, Xu Yang, Vincent C. S. Lee et al. · Automation in Construction · 2022 · 20 citations

Geometric Modeling, Dynamic Traffic Conditions, Multi-view Occlusion Optimization +12