Shanglian Zhou

Deep learning-based roadway crack classification using laser-scanned range images: A comparative study on hyperparameter selection

Shanglian Zhou, Wei Song · Automation in Construction · 2020 · 111 citations

Geometric Learning, Image Classification, Convolutional Neural Network +13

Deep learning-based crack segmentation for civil infrastructure: data types, architectures, and benchmarked performance

Shanglian Zhou, Carlos Canchila, Wei Song · Automation in Construction · 2022 · 103 citations

Data Types, Convolutional Neural Network, Image Analysis +13

Crack segmentation through deep convolutional neural networks and heterogeneous image fusion

Shanglian Zhou, Wei Song · Automation in Construction · 2021 · 52 citations

Convolutional Neural Network, Image Analysis, Machine Learning +11

Leveraging Deep Convolutional Neural Networks Pre-Trained on Autonomous Driving Data for Vehicle Detection From Roadside LiDAR Data

Shanglian Zhou, Hao Xu, Guohui Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 39 citations

Geometric Learning, Convolutional Neural Network, Machine Vision +14

Deep learning–based roadway crack classification with heterogeneous image data fusion

Shanglian Zhou, Wei Song · Structural Health Monitoring · 2020 · 37 citations

Convolutional Neural Network, Engineering, Machine Learning +21