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

An improved deep learning architecture for multi-object tracking systems

(2023) Jesús Urdiales et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Rock mass fracture maps prediction based on spatiotemporal image sequence modeling

(2022) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2022) Zhong Zhou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Fusion of Mask RCNN and attention mechanism for instance segmentation of apples under complex background

(2022) Dandan Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

(2022) Lei Shen et al.   Frontiers in Plant Science

Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground

(2022) Dongming Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Simultaneous tunnel defects and lining thickness identification based on multi-tasks deep neural network from ground penetrating radar images

(2022) Bin Liu et al.   AUTOMATION IN CONSTRUCTION

Semi-supervised learning-based point cloud network for segmentation of 3D tunnel scenes

(2022) Ankang Ji et al.   AUTOMATION IN CONSTRUCTION

Study on the geological adaptability of the arch cover method for shallow-buried large-span metro stations

(2022) Mingfeng Lei et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A U-shaped spray device on a front boom-type roadheader for dust suppression in a metro tunnel

(2022) Ning Liu et al.   Sustainable Cities and Society

Rock mass trace line identification incorporated with grouping algorithm at tunnel faces

(2021) Biao Leng et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

An optimization strategy to improve the deep learning‐based recognition model of leakage in shield tunnels

(2021) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning‐based object identification with instance segmentation and pseudo‐LiDAR point cloud for work zone safety

(2021) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Towards semi-automatic discontinuity characterization in rock tunnel faces using 3D point clouds

(2021) Jiayao Chen et al.   ENGINEERING GEOLOGY

Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning

(2021) Jiayao Chen et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Automatic defect detection and segmentation of tunnel surface using modified Mask R-CNN

(2021) Yingying Xu et al.   MEASUREMENT

A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage

(2021) Pang‐Jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A convolution-based distance measure for fuzzy singletons and its application in a pattern recognition problem

(2020) Rodrigo Naranjo et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Deep learning based classification of rock structure of tunnel face

(2020) Jiayao Chen et al.   Geoscience Frontiers

Tunnel condition assessment via cloud model-based random forests and self-training approach

(2020) Mengqi Zhu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic railroad track components inspection using real‐time instance segmentation

(2020) Feng Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Real-time facial expression recognition using smoothed deep neural network ensemble

(2020) Nadir Kamel Benamara et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A novel tunnel-lining crack recognition system based on digital image technology

(2020) Mingfeng Lei et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Concrete crack detection with handwriting script interferences using faster region‐based convolutional neural network

(2019) Jianghua Deng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning–based image instance segmentation for moisture marks of shield tunnel lining

(2019) Shuai Zhao et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

(2019) Zhaowei Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

LabelMe: Online Image Annotation and Applications

(2010) Antonio Torralba et al.   PROCEEDINGS OF THE IEEE