Deep learning-based pixel-level rock fragment recognition during tunnel excavation using instance segmentation model

BIM, machine learning and computer vision techniques in underground construction: Current status and future perspectives

(2020) M.Q. Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

FaultSeg3D: using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

(2019) Xinming Wu et al.   GEOPHYSICS

Prediction of geological conditions for a tunnel boring machine using big operational data

(2019) Qianli Zhang et al.   AUTOMATION IN CONSTRUCTION

Attentive neural cell instance segmentation

(2019) Jingru Yi et al.   MEDICAL IMAGE ANALYSIS

Dynamic prediction for attitude and position in shield tunneling: A deep learning method

(2019) Cheng Zhou et al.   AUTOMATION IN CONSTRUCTION

Random evolution of multiple cracks and associated mechanical behaviors of segmental tunnel linings using a multiscale modeling method

(2019) Fei-Yang Wang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A coupled 3D laser scanning and digital image correlation system for geometry acquisition and deformation monitoring of a railway tunnel

(2019) Behzad V. Farahani et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Vision-based change detection for inspection of tunnel liners

(2018) Leanne Attard et al.   AUTOMATION IN CONSTRUCTION

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning based image recognition for crack and leakage defects of metro shield tunnel

(2018) Hong-wei Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Recurrent neural networks for real-time prediction of TBM operating parameters

(2018) Xianjie Gao et al.   AUTOMATION IN CONSTRUCTION

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Digital Image-based Identification Method for the Determination of the Particle Size Distribution of Dam Granular Material

(2017) Shi-lin Zhang et al.   KSCE Journal of Civil Engineering

High-Speed Photography and Digital Optical Measurement Techniques for Geomaterials: Fundamentals and Applications

(2017) H. Z. Xing et al.   ROCK MECHANICS AND ROCK ENGINEERING

Review of single-camera stereo-digital image correlation techniques for full-field 3D shape and deformation measurement

(2017) Bing Pan et al.   Science China-Technological Sciences

Implementation of a long-term monitoring approach for the operational safety of highway tunnel structures in a severely seismic area of China

(2017) Bo Wang et al.   Structural Control & Health Monitoring

Panoramic Image Stitching for Arbitrarily Shaped Tunnel Lining Inspection

(2016) Zhi-Heng Zhu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Distortion-Free Image Mosaicing for Tunnel Inspection Based on Robust Cylindrical Surface Estimation through Structure from Motion

(2016) Krisada Chaiyasarn et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Visual change detection on tunnel linings

(2014) Simon Stent et al.   MACHINE VISION AND APPLICATIONS

Automatic Crack Detection and Classification Method for Subway Tunnel Safety Monitoring

(2014) Wenyu Zhang et al.   SENSORS

Multi-scale image segmentation of coal piles on a belt based on the Hessian matrix

(2013) Zelin Zhang et al.   Particuology

Application and validation of simple image-mosaic technology for interpreting cracks on tunnel lining

(2012) Chia-Han Lee et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Image analysis for detecting aggregate gradation in asphalt mixture from planar images

(2011) Leonardo Bruno et al.   CONSTRUCTION AND BUILDING MATERIALS

Monitoring Twin Tunnel Interaction Using Distributed Optical Fiber Strain Measurements

(2011) Hisham Mohamad et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING