Zuxiang Situ

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 · 75 citations · Full text

Natural Resources, Computer Science, Water Resources Management +17

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 · 70 citations

Computing, Agricultural Engineering, Computer Science +16

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 · 70 citations

Natural Resources, Data Science, Hydrology +16

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 · 54 citations

Computing, Computer Science, Computer Vision +14

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 · 40 citations

Computing, Agricultural Engineering, Computer Science +17