Deep learning based virtual point tracking for real-time target-less dynamic displacement measurement in railway applications

Visual Measurement System for Wheel–Rail Lateral Position Evaluation

(2021) Viktor Skrickij et al.   SENSORS

Monocular human pose estimation: A survey of deep learning-based methods

(2020) Yucheng Chen et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Monitoring of lateral and cross level track geometry irregularities through onboard vehicle dynamics measurements using machine learning classification algorithms

(2020) A De Rosa et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT

A review of computer vision–based structural health monitoring at local and global levels

(2020) Chuan-Zhi Dong et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A signal analysis based hunting instability detection methodology for high-speed railway vehicles

(2020) Jianfeng Sun et al.   VEHICLE SYSTEM DYNAMICS

A robust line-tracking photogrammetry method for uplift measurements of railway catenary systems in noisy backgrounds

(2020) Tengjiao Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

CNN-LSTM deep learning architecture for computer vision-based modal frequency detection

(2020) Ruoyu Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Automatic laser profile recognition and fast tracking for structured light measurement using deep learning and template matching

(2020) Shengchun Wang et al.   MEASUREMENT

Investigation of the effect of the inspection intervals on the track geometry condition

(2019) Iman Soleimanmeigouni et al.   Structure and Infrastructure Engineering

An Accurate and Efficient Vision Measurement Approach for Railway Catenary Geometry Parameters

(2018) Dong Zhan et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Learning to See the Vibration: A Neural Network for Vibration Frequency Prediction

(2018) Jiantao Liu et al.   SENSORS

Estimation of lateral and cross alignment in a railway track based on vehicle dynamics measurements

(2018) Anna De Rosa et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Output-only computer vision based damage detection using phase-based optical flow and unscented Kalman filters

(2017) Y.-J. Cha et al.   ENGINEERING STRUCTURES

Photogrammetry and optical methods in structural dynamics – A review

(2017) Javad Baqersad et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Dynamic displacement measurement of large-scale structures based on the Lucas–Kanade template tracking algorithm

(2016) Jie Guo et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Perspectives on railway track geometry condition monitoring from in-service railway vehicles

(2015) P. Weston et al.   VEHICLE SYSTEM DYNAMICS