Deep learning-based fast detection of apparent concrete crack in slab tracks with dilated convolution

Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network

(2021) Weidong Wang et al.   AUTOMATION IN CONSTRUCTION

Research on Crack Detection Method of Ballastless Track Slab Based on Infrared Thermometer

(2021) Shuanglong Cui et al.   INFRARED PHYSICS & TECHNOLOGY

Fatigue damage evolution analysis of the CA mortar of ballastless tracks via damage mechanics-finite element full-couple method

(2021) Shijie Deng et al.   CONSTRUCTION AND BUILDING MATERIALS

Influence of the strain rate on the dynamic damage of cement-asphalt mortar in prefabricated slab tracks

(2021) Juanjuan Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

An optimized railway fastener detection method based on modified Faster R-CNN

(2021) Tangbo Bai et al.   MEASUREMENT

Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization

(2020) Rony Kalfarisi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

High-Speed Acoustic Impact-Echo Sounding of Concrete Bridge Decks

(2020) Lorin J. Hendricks et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Curvelet transform-based identification of void diseases in ballastless track by ground-penetrating radar

(2019) Yong Yang et al.   Structural Control & Health Monitoring

Mechanical property deterioration of the prefabricated concrete slab in mixed passenger and freight railway tracks

(2019) Juanjuan Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

Mesoscopic cracking model of cement-based materials subjected to freeze-thaw cycles

(2019) Ben Li et al.   CONSTRUCTION AND BUILDING MATERIALS

Automatic Bridge Crack Detection Using a Convolutional Neural Network

(2019) Hongyan Xu et al.   Applied Sciences-Basel

Crack-altered durability properties and performance of structural concretes

(2019) Kefei Li et al.   CEMENT AND CONCRETE RESEARCH

A SAFT Method for the Detection of Void Defect inside a Ballastless Track Structure Using Ultrasonic Array Sensors

(2019) Wen-Fa Zhu et al.   SENSORS

Influence of cement asphalt mortar debonding on the damage distribution and mechanical responses of CRTS I prefabricated slab

(2019) Juanjuan Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance

(2018) Nhat-Duc Hoang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete

(2018) Sattar Dorafshan et al.   CONSTRUCTION AND BUILDING MATERIALS

Flexural cracking-induced acoustic emission peak frequency shift in railway prestressed concrete sleepers

(2018) Rims Janeliukstis et al.   ENGINEERING STRUCTURES

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Rahbin: A quadcopter unmanned aerial vehicle based on a systematic image processing approach toward an automated asphalt pavement inspection

(2016) H. Zakeri et al.   AUTOMATION IN CONSTRUCTION

Damage mechanism of slab track under the coupling effects of train load and water

(2016) Shihao Cao et al.   ENGINEERING FRACTURE MECHANICS

Deep learning

(2015) Yann LeCun et al.   NATURE

An elastic-wave-based full-wavefield imaging method for investigating defects in a high-speed railway under-track structure

(2015) Ailan Che et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING