Towards smart cities: crowdsensing-based monitoring of transportation infrastructure using in-traffic vehicles

Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage Detection

(2020) Sheng Li et al.   SENSORS

Inverse Filtering for Frequency Identification of Bridges Using Smartphones in Passing Vehicles: Fundamental Developments and Laboratory Verifications

(2020) Nima Shirzad-Ghaleroudkhani et al.   SENSORS

Multi-level feature fusion in densely connected deep-learning architecture and depth-first search for crack segmentation on images collected with smartphones

(2020) Qipei Mei et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Frequency Identification of Bridges Using Smartphones on Vehicles with Variable Features

(2020) Nima Shirzad-Ghaleroudkhani et al.   Journal of Bridge Engineering

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

VibroNet: Recurrent Neural Networks with Multi-target Learning for Image-based Vibration Frequency Measurement

(2019) Jiantao Liu et al.   JOURNAL OF SOUND AND VIBRATION

Concrete crack detection using context‐aware deep semantic segmentation network

(2019) Xinxiang Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Computer vision-based concrete crack detection using U-net fully convolutional networks

(2019) Zhenqing Liu et al.   AUTOMATION IN CONSTRUCTION

Structural displacement monitoring using deep learning-based full field optical flow methods

(2019) Chuan-Zhi Dong et al.   Structure and Infrastructure Engineering

Densely connected deep neural network considering connectivity of pixels for automatic crack detection

(2019) Qipei Mei et al.   AUTOMATION IN CONSTRUCTION

Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection

(2019) Fan Yang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Pothole Detection Using Computer Vision and Learning

(2019) Amita Dhiman et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones

(2018) Thomas J. Matarazzo et al.   PROCEEDINGS OF THE IEEE

Indirect health monitoring of bridges using Mel-frequency cepstral coefficients and principal component analysis

(2018) Qipei Mei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Autonomous concrete crack detection using deep fully convolutional neural network

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

Application of empirical mode decomposition to drive-by bridge damage detection

(2017) Eugene J. OBrien et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Structural Identification for Mobile Sensing with Missing Observations

(2016) Thomas J. Matarazzo et al.   JOURNAL OF ENGINEERING MECHANICS

A mode shape-based damage detection approach using laser measurement from a vehicle crossing a simply supported bridge

(2016) Eugene J. OBrien et al.   Structural Control & Health Monitoring

Structural Identification for Mobile Sensing with Missing Observations

(2016) Thomas J. Matarazzo et al.   JOURNAL OF ENGINEERING MECHANICS

A Review of Indirect Bridge Monitoring Using Passing Vehicles

(2015) Abdollah Malekjafarian et al.   SHOCK AND VIBRATION

Review of remote sensing methodologies for pavement management and assessment

(2015) E. Schnebele et al.   European Transport Research Review

Review of remote sensing methodologies for pavement management and assessment

(2015) E. Schnebele et al.   European Transport Research Review

Damage assessment of a bridge based on mode shapes estimated by responses of passing vehicles

(2014) Yoshinobu Oshima et al.   Smart Structures and Systems

Road Crack Detection Using Visual Features Extracted by Gabor Filters

(2013) Eduardo Zalama et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

The use of a dynamic truck–trailer drive-by system to monitor bridge damping

(2013) Jennifer Keenahan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL