Efficient development of vision-based dense three-dimensional displacement measurement algorithms using physics-based graphics models

This research investigates a framework for the efficient development of vision-based dense three-dimensional displacement measurement algorithms to support reliable structural health monitoring of ...

[1]  K. Hjelmstad.  Fundamentals of Structural Mechanics , 1996 .

[2]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[3]  Billie F. Spencer,et al.  Deep Bayesian neural networks for damage quantification in miter gates of navigation locks , 2020 .

[4]  Wei Tong,et al.  Fast, Robust and Accurate Digital Image Correlation Calculation Without Redundant Computations , 2013, Experimental Mechanics.

[5]  Nam-Sik Kim,et al.  Dynamic characteristics of suspension bridge hanger cables using digital image processing , 2013 .

[6]  Billie F. Spencer,et al.  Vision-Based Modal Survey of Civil Infrastructure Using Unmanned Aerial Vehicles , 2019, Journal of Structural Engineering.

[7]  Ali Khaloo,et al.  Pixel‐wise structural motion tracking from rectified repurposed videos , 2017 .

[8]  Tan Liu,et al.  A Review of Machine Vision-Based Structural Health Monitoring: Methodologies and Applications , 2016, J. Sensors.

[9]  Maria Q. Feng,et al.  Model Updating of Railway Bridge Using In Situ Dynamic Displacement Measurement under Trainloads , 2015 .

[10]  Bing Pan,et al.  Real-time, non-contact and targetless measurement of vertical deflection of bridges using off-axis digital image correlation , 2016 .

[11]  Maria Q. Feng,et al.  Vision-Based Displacement Sensor for Monitoring Dynamic Response Using Robust Object Search Algorithm , 2013 .

[12]  Billie F. Spencer,et al.  Deep Learning-based Damage Detection of Miter Gates Using Synthetic Imagery from Computer Graphics , 2019 .

[13]  Frédo Durand,et al.  Phase-based video motion processing , 2013, ACM Trans. Graph..

[14]  B. F. Spencer,et al.  Cross-Correlation-Based Structural System Identification Using Unmanned Aerial Vehicles , 2017, Sensors.

[15]  Billie F. Spencer,et al.  Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring , 2019, Engineering.

[16]  B. F. Spencer,et al.  Structural Displacement Measurement Using an Unmanned Aerial System , 2018, Comput. Aided Civ. Infrastructure Eng..

[17]  Anand Asundi,et al.  Two-dimensional digital image correlation for in-plane displacement and strain measurement: a review , 2009 .

[18]  F SpencerBillie,et al.  Structural Displacement Measurement Using an Unmanned Aerial System , 2018 .

[19]  Hisao Kikuta,et al.  Bridge deflection measurement using digital image correlation , 2007 .

[20]  Gabriel Sas,et al.  Using digital image correlation to evaluate fatigue behavior of strengthened reinforced concrete beams , 2015 .

[21]  Brian A. Eick,et al.  Vision-based dense displacement and strain estimation of miter gates with the performance evaluation using physics-based graphics models , 2019 .

[22]  Jian Li,et al.  Non-contact fatigue crack detection in civil infrastructure through image overlapping and crack breathing sensing , 2019, Automation in Construction.

[23]  M. Sutton,et al.  Full-Field Deformation Measurement and Crack Mapping on Confined Masonry Walls Using Digital Image Correlation , 2014, Experimental Mechanics.

[24]  Zhengyou Zhang,et al.  A Flexible New Technique for Camera Calibration , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Maria Q. Feng,et al.  Robust vision sensor for multi-point displacement monitoring of bridges in the field , 2018 .

[26]  X. W. Ye,et al.  A vision-based system for dynamic displacement measurement of long-span bridges : algorithm and verification , 2013 .

[27]  Billie F. Spencer,et al.  Automated damage detection in miter gates of navigation locks , 2018 .

[28]  Neil A. Hoult,et al.  Experimental accuracy of two dimensional strain measurements using Digital Image Correlation , 2013 .

[29]  Maria Q. Feng,et al.  Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection – A review , 2018 .

[30]  J. M. M. Montiel,et al.  ORB-SLAM: A Versatile and Accurate Monocular SLAM System , 2015, IEEE Transactions on Robotics.

[31]  Maria Q. Feng,et al.  Vision‐based multipoint displacement measurement for structural health monitoring , 2016 .