Junjie Zhang

Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network

Zhong Zhou, Junjie Zhang, Chenjie Gong · Computer-Aided Civil and Infrastructure Engineering · 2022 · 202 citations

Computing, Civil Engineering, Computer Science +16

Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network

Zhong Zhou, Junjie Zhang, Chenjie Gong · Computer-Aided Civil and Infrastructure Engineering · 2023 · 166 citations · Full text

Computing, Civil Engineering, Computer Science +14

Automatic tunnel lining crack detection via deep learning with generative adversarial network-based data augmentation

Zhong Zhou, Junjie Zhang, Chenjie Gong et al. · Underground Space · 2022 · 93 citations · Full text

Computing, Civil Engineering, Computer Science +14

Intelligent recognition of joints and fissures in tunnel faces using an improved mask region‐based convolutional neural network algorithm

Mingfeng Lei, Yunbo Zhang, E Deng et al. · Computer-Aided Civil and Infrastructure Engineering · 2023 · 57 citations

Computing, Civil Engineering, Computer Science +17

Automatic segmentation of tunnel lining defects based on multiscale attention and context information enhancement

Zhong Zhou, Longbin Yan, Junjie Zhang et al. · Construction and Building Materials · 2023 · 49 citations

Engineering, Civil Engineering, Computer Science +13