Zuxiang Situ

Automatic sewer defect detection and severity quantification based on pixel-level semantic segmentation

Qianqian Zhou, Zuxiang Situ, Shuai Teng et al. · Tunnelling and Underground Space Technology · 2022 · 66 citations

Image Analysis, Machine Vision, Engineering +7

A deep-learning-technique-based data-driven model for accurate and rapid flood predictions in temporal and spatial dimensions

Qianqian Zhou, Shuai Teng, Zuxiang Situ et al. · Hydrology and earth system sciences · 2023 · 66 citations · Full text

Engineering, Machine Learning, Flood Control +17

Improving urban flood prediction using LSTM-DeepLabv3+ and Bayesian optimization with spatiotemporal feature fusion

Zuxiang Situ, Qi Wang, Shuai Teng et al. · Journal of Hydrology · 2024 · 59 citations

Flash Flood, Disaster Detection, Spatiotemporal Feature Fusion +14

Real-time sewer defect detection based on YOLO network, transfer learning, and channel pruning algorithm

Zuxiang Situ, Shuai Teng, Xiaoting Liao et al. · Journal of Civil Structural Health Monitoring · 2023 · 47 citations

Engineering, Machine Learning, Pattern Recognition +4

Convolutional Neural Networks–Based Model for Automated Sewer Defects Detection and Classification

Qianqian Zhou, Zuxiang Situ, Shuai Teng et al. · Journal of Water Resources Planning and Management · 2021 · 38 citations

Convolutional Neural Network, Engineering, Machine Learning +21