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A Review of Computer Vision-Based Structural Deformation Monitoring in Field Environments

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Local positioning accuracy of laser sensors for structural health monitoring
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Identification of spatio-temporal distribution of vehicle loads on long-span bridges using computer vision technology
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Vision-based multipoint displacement measurement for structural health monitoring
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Target-free approach for vision-based structural system identification using consumer-grade cameras
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Completely contactless structural health monitoring of real-life structures using cameras and computer vision
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Eulerian-based virtual visual sensors to measure dynamic displacements of structures
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Pixel‐wise structural motion tracking from rectified repurposed videos
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A non-contact vision-based system for multipoint displacement monitoring in a cable-stayed footbridge
inferredcites →https://doi.org/10.1002/stc.2496openalex-snapshot
A comprehensive alleviation technique for optical‐turbulence‐induced errors in vision‐based displacement measurement
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Computer vision‐based monitoring of the 3‐D structural deformation of an ancient structure induced by shield tunneling construction
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Cost-effective vision-based system for monitoring dynamic response of civil engineering structures
inferredcites →https://doi.org/10.1002/widm.2openalex-snapshot
Robust statistics for outlier detection
inferredcites →https://doi.org/10.1006/jsvi.2001.4087openalex-snapshot
TIME–FREQUENCY ANALYSIS OF A SUSPENSION BRIDGE BASED ON GPS
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Computer Vision – ECCV 2006
inferredcites →https://doi.org/10.1007/3-540-45103-xopenalex-snapshot
Image Analysis
inferredcites →https://doi.org/10.1007/978-3-642-15561-1_56openalex-snapshot
BRIEF: Binary Robust Independent Elementary Features
inferredcites →https://doi.org/10.1007/bf00056772openalex-snapshot
Computation of component image velocity from local phase information
inferredcites →https://doi.org/10.1007/bf00130487openalex-snapshot
Color indexing
inferredcites →https://doi.org/10.1007/bf02321405openalex-snapshot
Digital image correlation using Newton-Raphson method of partial differential correction
inferredcites →https://doi.org/10.1007/s00366-021-01584-4openalex-snapshot
A framework of structural damage detection for civil structures using a combined multi-scale convolutional neural network and echo state network
inferredcites →https://doi.org/10.1007/s11340-006-6124-2openalex-snapshot
Real-Time Displacement Measurement of a Flexible Bridge Using Digital Image Processing Techniques
inferredcites →https://doi.org/10.1007/s11340-013-9717-6openalex-snapshot
Fast, Robust and Accurate Digital Image Correlation Calculation Without Redundant Computations
inferredcites →https://doi.org/10.1007/s11340-013-9784-8openalex-snapshot
Vibration Monitoring of Multiple Bridge Points by Means of a Unique Vision-Based Measuring System
inferredcites →https://doi.org/10.1007/s13349-017-0226-7openalex-snapshot
Stay cable tension estimation using a vision-based monitoring system under various weather conditions
inferredcites →https://doi.org/10.1016/0004-3702(81)90024-2openalex-snapshot
Determining optical flow
inferredcites →https://doi.org/10.1016/0031-3203(81)90009-1openalex-snapshot
Generalizing the Hough transform to detect arbitrary shapes
inferredcites →https://doi.org/10.1016/0031-3203(93)90038-xopenalex-snapshot
Orthogonal moment operators for subpixel edge detection
inferredcites →https://doi.org/10.1016/0141-0296(93)90054-8openalex-snapshot
Measurements of static and dynamic displacement from visual monitoring of the Humber Bridge
inferredcites →https://doi.org/10.1016/j.compstruc.2018.02.001openalex-snapshot
A computer vision approach for the load time history estimation of lively individuals and crowds
inferredcites →https://doi.org/10.1016/j.compstruct.2013.06.024openalex-snapshot
Application of digital image correlation in investigating the bond between FRP and masonry
inferredcites →https://doi.org/10.1016/j.conbuildmat.2005.01.004openalex-snapshot
Retrofit and monitoring of an historical building using “Smart” CFRP with embedded fibre optic Brillouin sensors
inferredcites →https://doi.org/10.1016/j.eng.2018.11.030openalex-snapshot
Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring
inferredcites →https://doi.org/10.1016/j.engfracmech.2017.04.051openalex-snapshot
Experimental investigation of crack propagation and crack branching in lightly reinforced concrete beams using digital image correlation
inferredcites →https://doi.org/10.1016/j.engstruct.2005.09.018openalex-snapshot
Fiber Bragg grating sensors for structural health monitoring of Tsing Ma bridge: Background and experimental observation
inferredcites →https://doi.org/10.1016/j.engstruct.2012.05.040openalex-snapshot
FBG based strain monitoring in the rehabilitation of a centenary metallic bridge
inferredcites →https://doi.org/10.1016/j.engstruct.2014.04.051openalex-snapshot
Non-contact measurement of the dynamic displacement of railway bridges using an advanced video-based system
inferredcites →https://doi.org/10.1016/j.engstruct.2017.04.021openalex-snapshot
Low cost bridge load test: Calculating bridge displacement from acceleration for load assessment calculations
inferredcites →https://doi.org/10.1016/j.engstruct.2017.06.018openalex-snapshot
Long-span bridges: Enhanced data fusion of GPS displacement and deck accelerations
inferredcites →https://doi.org/10.1016/j.engstruct.2017.11.018openalex-snapshot
Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection – A review
inferredcites →https://doi.org/10.1016/j.engstruct.2018.02.014openalex-snapshot
Robust vision sensor for multi-point displacement monitoring of bridges in the field
inferredcites →https://doi.org/10.1016/j.engstruct.2019.04.019openalex-snapshot
Target-free vision-based technique for vibration measurements of structures subjected to out-of-plane movements
inferredcites →https://doi.org/10.1016/j.imavis.2004.07.003openalex-snapshot
A fast subpixel edge detection method using Sobel–Zernike moments operator
inferredcites →https://doi.org/10.1016/j.jsv.2015.01.024openalex-snapshot
Modal identification of simple structures with high-speed video using motion magnification
inferredcites →https://doi.org/10.1016/j.jweia.2019.05.015openalex-snapshot
Reliability verification of a vision-based dynamic displacement measurement for system identification
inferredcites →https://doi.org/10.1016/j.measurement.2015.07.037openalex-snapshot
Application of digital photogrammetry techniques in identifying the mode shape ratios of stay cables with multiple camcorders
inferredcites →https://doi.org/10.1016/j.measurement.2015.08.025openalex-snapshot
Free vibration monitoring experiment of a stayed-cable model based on stereovision
inferredcites →https://doi.org/10.1016/j.measurement.2016.01.024openalex-snapshot
Vision-based structural displacement measurement: System performance evaluation and influence factor analysis
inferredcites →https://doi.org/10.1016/j.measurement.2016.12.020openalex-snapshot
Cable tension force estimate using novel noncontact vision-based sensor
inferredcites →https://doi.org/10.1016/j.measurement.2017.09.043openalex-snapshot
Identification of structural dynamic characteristics based on machine vision technology
inferredcites →https://doi.org/10.1016/j.measurement.2020.107769openalex-snapshot
Swaying displacement measurement for structural monitoring using computer vision and an unmanned aerial vehicle
inferredcites →https://doi.org/10.1016/j.measurement.2021.109506openalex-snapshot
An accurate and distraction-free vision-based structural displacement measurement method integrating Siamese network based tracker and correlation-based template matching
inferredcites →https://doi.org/10.1016/j.measurement.2021.109772openalex-snapshot
Modeling and detection of heat haze in computer vision based displacement measurement
inferredcites →https://doi.org/10.1016/j.mejo.2005.07.002openalex-snapshot
Review of CMOS image sensors
inferredcites →https://doi.org/10.1016/j.ndteint.2004.06.012openalex-snapshot
Comparison of laser Doppler vibrometer with contact sensors for monitoring bridge deflection and vibration
inferredcites →https://doi.org/10.1016/j.ndteint.2005.12.003openalex-snapshot
A vision-based system for remote sensing of bridge displacement
inferredcites →https://doi.org/10.1016/j.ndteint.2006.10.007openalex-snapshot
Static and dynamic testing of bridges through microwave interferometry
inferredcites →https://doi.org/10.1016/j.ndteint.2010.06.009openalex-snapshot
Vision-based displacement measurement method for high-rise building structures using partitioning approach
inferredcites →https://doi.org/10.1016/j.ndteint.2013.05.002openalex-snapshot
Dynamic characteristics of suspension bridge hanger cables using digital image processing
inferredcites →https://doi.org/10.1016/j.optlaseng.2005.10.004openalex-snapshot
Quality assessment of speckle patterns for digital image correlation
inferredcites →https://doi.org/10.1016/j.optlaseng.2009.04.016openalex-snapshot
Applications of optical fibre Bragg gratings sensing technology-based smart stay cables
inferredcites →https://doi.org/10.1016/j.optlaseng.2011.02.023openalex-snapshot
A fast digital image correlation method for deformation measurement
inferredcites →https://doi.org/10.1016/j.ymssp.2012.08.022openalex-snapshot
Optic fiber sensor-based smart bridge cable with functionality of self-sensing
inferredcites →https://doi.org/10.1016/j.ymssp.2015.06.004openalex-snapshot
Dynamic displacement measurement of large-scale structures based on the Lucas–Kanade template tracking algorithm
inferredcites →https://doi.org/10.1016/j.ymssp.2016.11.021openalex-snapshot
Experimental validation of cost-effective vision-based structural health monitoring
inferredcites →https://doi.org/10.1016/j.ymssp.2017.05.008openalex-snapshot
High frequency modal identification on noisy high-speed camera data
inferredcites →https://doi.org/10.1016/j.ymssp.2018.12.029openalex-snapshot
Vision-based structural scaling factor and flexibility identification through mobile impact testing
inferredcites →https://doi.org/10.1016/j.ymssp.2020.106651openalex-snapshot
Long-term displacement measurement of full-scale bridges using camera ego-motion compensation
inferredcites →https://doi.org/10.1016/j.ymssp.2021.107869openalex-snapshot
Non-contact structural displacement measurement using Unmanned Aerial Vehicles and video-based systems
inferredcites →https://doi.org/10.1016/s0146-664x(78)80020-3openalex-snapshot
Neighborhood coding of binary images for fast contour following and general binary array processing
inferredcites →https://doi.org/10.1016/s0267-7261(00)00094-4openalex-snapshot
GPS in dynamic monitoring of long-period structures
inferredcites →https://doi.org/10.1061/(asce)0733-9399(2007)133:6(656)openalex-snapshot
Flexible Videogrammetric Technique for Three-Dimensional Structural Vibration Measurement
inferredcites →https://doi.org/10.1061/(asce)0733-9399(2008)134:6(466)openalex-snapshot
Nontarget Stereo Vision Technique for Spatiotemporal Response Measurement of Line-Like Structures
inferredcites →https://doi.org/10.1061/(asce)0733-9445(2000)126:12(1413)openalex-snapshot
GPS Measurement of Wind-Induced Suspension Bridge Girder Displacements
inferredcites →https://doi.org/10.1061/(asce)1084-0702(2006)11:6(716)openalex-snapshot
In-Service Evaluation of Cable-Stayed Bridges, Overview of Available Methods and Findings
inferredcites →https://doi.org/10.1061/(asce)1084-0702(2008)13:1(34)openalex-snapshot
Nontarget Image-Based Technique for Small Cable Vibration Measurement
inferredcites →https://doi.org/10.1061/(asce)be.1943-5592.0000747openalex-snapshot
Nontarget Vision Sensor for Remote Measurement of Bridge Dynamic Response
inferredcites →https://doi.org/10.1061/(asce)be.1943-5592.0000765openalex-snapshot
Model Updating of Railway Bridge Using In Situ Dynamic Displacement Measurement under Trainloads
inferredcites →https://doi.org/10.1061/(asce)be.1943-5592.0001330openalex-snapshot
Accurate Deformation Monitoring on Bridge Structures Using a Cost-Effective Sensing System Combined with a Camera and Accelerometers: Case Study
inferredcites →https://doi.org/10.1061/(asce)be.1943-5592.0001472openalex-snapshot
Noncontact Dynamic Displacement Measurement of Structures Using a Moving Laser Doppler Vibrometer
inferredcites →https://doi.org/10.1061/(asce)em.1943-7889.0000127openalex-snapshot
Three-Dimensional Structural Translation and Rotation Measurement Using Monocular Videogrammetry
inferredcites →https://doi.org/10.1061/(asce)is.1943-555x.0000348openalex-snapshot
Video Camera–Based Vibration Measurement for Civil Infrastructure Applications
inferredcites →https://doi.org/10.1061/(asce)st.1943-541x.0001925openalex-snapshot
Structural Identification Using Computer Vision–Based Bridge Health Monitoring
inferredcites →https://doi.org/10.1061/(asce)st.1943-541x.0002321openalex-snapshot
Vision-Based Modal Survey of Civil Infrastructure Using Unmanned Aerial Vehicles
inferredcites →https://doi.org/10.1080/15732479.2016.1164729openalex-snapshot
Computer vision-based displacement and vibration monitoring without using physical target on structures
inferredcites →https://doi.org/10.1088/0957-0233/17/6/045openalex-snapshot
Performance of sub-pixel registration algorithms in digital image correlation
inferredcites →https://doi.org/10.1088/0957-0233/20/6/062001openalex-snapshot
Two-dimensional digital image correlation for in-plane displacement and strain measurement: a review
inferredcites →https://doi.org/10.1088/0957-0233/23/2/025403openalex-snapshot
The systematic error in digital image correlation induced by self-heating of a digital camera
inferredcites →https://doi.org/10.1088/0964-1726/12/5/016openalex-snapshot
A vision-based approach for the direct measurement of displacements in vibrating systems
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An advanced vision-based system for real-time displacement measurement of high-rise buildings
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Theory of edge detection
inferredcites →https://doi.org/10.1109/34.879788openalex-snapshot
Geometric camera calibration using circular control points
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A flexible new technique for camera calibration
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New fast algorithms for the estimation of block motion vectors
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Subpixel edge localization and the interpolation of still images
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A Fast Bolt-Loosening Detection Method of Running Train’s Key Components Based on Binocular Vision
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Good features to track
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Image indexing using color correlograms
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On plane-based camera calibration: A general algorithm, singularities, applications
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Super-resolution from image sequence under influence of hot-air optical turbulence
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Secrets of optical flow estimation and their principles
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FREAK: Fast Retina Keypoint
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Using vision technique for the bridge deformation detection
inferredcites →https://doi.org/10.1109/iccv.2011.6126542openalex-snapshot
BRISK: Binary Robust invariant scalable keypoints
inferredcites →https://doi.org/10.1109/iccv.2019.00411openalex-snapshot
Learning the Model Update for Siamese Trackers
inferredcites →https://doi.org/10.1109/icis.2008.24openalex-snapshot
Attention Model Based SIFT Keypoints Filtration for Image Retrieval
inferredcites →https://doi.org/10.1109/jsen.2013.2273309openalex-snapshot
Vision-Based Displacement Sensor for Monitoring Dynamic Response Using Robust Object Search Algorithm
inferredcites →https://doi.org/10.1109/tie.2019.2899555openalex-snapshot
Design of a New Vision-Based Method for the Bolts Looseness Detection in Flange Connections
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Atmospheric Turbulence Mitigation Using Complex Wavelet-Based Fusion
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A Computational Approach to Edge Detection
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Removing Atmospheric Turbulence via Space-Invariant Deconvolution
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Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications
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Autonomous Structural Visual Inspection Using Region‐Based Deep Learning for Detecting Multiple Damage Types
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Structural Displacement Measurement Using an Unmanned Aerial System
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Edge‐Enhanced Matching for Gradient‐Based Computer Vision Displacement Measurement
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Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization
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Postdisaster image-based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks
inferredcites →https://doi.org/10.1117/12.2075888openalex-snapshot
Image-based dynamic deformation monitoring of civil engineering structures from long ranges
inferredcites →https://doi.org/10.1117/12.806221openalex-snapshot
The comparison of CCD and CMOS image sensors
inferredcites →https://doi.org/10.1117/12.847119openalex-snapshot
A computer vision-based approach for structural displacement measurement
inferredcites →https://doi.org/10.1145/2461912.2461966openalex-snapshot
Phase-based video motion processing
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A non-target structural displacement measurement method using advanced feature matching strategy
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An Optical Fiber Sensor System for Remote Displacement Monitoring of Structures — Prototype Tests in the Laboratory
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Structural health monitoring using video stream, influence lines, and statistical analysis
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Monitoring of a civil structure’s state based on noncontact measurements
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Vision-based monitoring system for evaluating cable tensile forces on a cable-stayed bridge
inferredcites →https://doi.org/10.1177/1475921714522841openalex-snapshot
Virtual visual sensors and their application in structural health monitoring
inferredcites →https://doi.org/10.1177/1475921718757459openalex-snapshot
Fully automated vision-based loosened bolt detection using the Viola–Jones algorithm
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Marker-free monitoring of the grandstand structures and modal identification using computer vision methods
inferredcites →https://doi.org/10.1177/1475921720935585openalex-snapshot
A review of computer vision–based structural health monitoring at local and global levels
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Development and application of a vision-based displacement measurement system for structural health monitoring of civil structures
inferredcites →https://doi.org/10.12989/sss.2011.7.5.349openalex-snapshot
Monitoring a steel building using GPS sensors
inferredcites →https://doi.org/10.12989/sss.2013.12.3_4.363openalex-snapshot
A vision-based system for dynamic displacement measurement of long-span bridges: algorithm and verification
inferredcites →https://doi.org/10.12989/sss.2016.18.3.585openalex-snapshot
Force monitoring of steel cables using vision-based sensing technology: methodology and experimental verification
inferredcites →https://doi.org/10.12989/sss.2019.24.5.617openalex-snapshot
A completely non-contact recognition system for bridge unit influence line using portable cameras and computer vision
inferredcites →https://doi.org/10.12989/sss.2019.24.5.641openalex-snapshot
Vision-based support in the characterization of superelastic U-shaped SMA elements
inferredcites →https://doi.org/10.12989/was.2015.20.2.315openalex-snapshot
Multi-point displacement monitoring of bridges using a vision-based approach
inferredcites →https://doi.org/10.1364/ao.55.004974openalex-snapshot
Realistic limits for subpixel movement detection
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Optical Refractive Index of Air: Dependence on Pressure, Temperature and Composition
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Efficient subpixel image registration algorithms
inferredcites →https://doi.org/10.1561/0600000001openalex-snapshot
Monocular Model-Based 3D Tracking of Rigid Objects: A Survey
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DYNAMIC MEASUREMENTS OF THE SECOND SEVERN CROSSING.
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Review of Computer Vision-based Structural Displacement Monitoring
inferredcites →https://doi.org/10.2320/matertrans.i-m2011843openalex-snapshot
Bridge Deflection Measurement Using Digital Image Correlation with Camera Movement Correction
inferredcites →https://doi.org/10.2493/jjspe.75.650openalex-snapshot
Robust Focusing using Orientation Code Matching
inferredcites →https://doi.org/10.3141/2028-15openalex-snapshot
Bridge Displacement Estimates from Measured Acceleration Records
inferredcites →https://doi.org/10.3389/fbuil.2017.00023openalex-snapshot
Vision-Based Bridge Deformation Monitoring
inferredcites →https://doi.org/10.3390/s120607326openalex-snapshot
A Vision-Based Dynamic Rotational Angle Measurement System for Large Civil Structures
inferredcites →https://doi.org/10.3390/s150716557openalex-snapshot
A Vision-Based Sensor for Noncontact Structural Displacement Measurement
inferredcites →https://doi.org/10.3390/s16040572openalex-snapshot
A High-Speed Vision-Based Sensor for Dynamic Vibration Analysis Using Fast Motion Extraction Algorithms
inferredcites →https://doi.org/10.3390/s16091344openalex-snapshot
Remote Bridge Deflection Measurement Using an Advanced Video Deflectometer and Actively Illuminated LED Targets
inferredcites →https://doi.org/10.3390/s17102317openalex-snapshot
Computer Vision-Based Structural Displacement Measurement Robust to Light-Induced Image Degradation for In-Service Bridges
inferredcites →https://doi.org/10.3390/s19143197openalex-snapshot
A Robust Vision-Based Method for Displacement Measurement under Adverse Environmental Factors Using Spatio-Temporal Context Learning and Taylor Approximation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Pilot study on integrating multidisciplinary technologies to implement an autonomous and smart harvester for asparagus
inferred← citeshttps://doi.org/10.1016/j.compind.2022.103840openalex-snapshot
Full-field deformation measurement of structural nodes based on panoramic camera and deep learning-based tracking method
inferred← citeshttps://doi.org/10.1016/j.compind.2023.103936openalex-snapshot
Augmented reality-computer vision combination for automatic fatigue crack detection and localization
inferred← citeshttps://doi.org/10.1016/j.cscm.2024.e03883openalex-snapshot
A data-driven prediction for concrete crack propagation path based on deep learning method
inferred← citeshttps://doi.org/10.1016/j.engstruct.2023.117212openalex-snapshot
Computer vision-based 3D coordinate acquisition of surface feature points of building structures
inferred← citeshttps://doi.org/10.1016/j.engstruct.2024.119124openalex-snapshot
Rapid monitoring of structural deformation based on unsupervised segmentation model
inferred← citeshttps://doi.org/10.1016/j.engstruct.2024.119396openalex-snapshot
GNSS and accelerometer data fusion by variational Bayesian adaptive multi-rate Kalman filtering for dynamic displacement estimation of super high-rise buildings
inferred← citeshttps://doi.org/10.1016/j.engstruct.2025.119826openalex-snapshot
Multi-sensor fusion for structural displacement estimation: Integrating vision and acceleration from mobile devices
inferred← citeshttps://doi.org/10.1016/j.engstruct.2025.121640openalex-snapshot
A physical model informed vision-based vibration measurement method for dynamic occlusion environments
inferred← citeshttps://doi.org/10.1016/j.engstruct.2026.122604openalex-snapshot
An extrapolative crack sizing framework for mitigating domain shifts in fatigue monitoring of CHS X-joints
inferred← citeshttps://doi.org/10.1016/j.engstruct.2026.123030openalex-snapshot
Cyber-physical interaction between a drone and deep learning-based perceptual control for automated measurement of structural vibration
inferred← citeshttps://doi.org/10.1016/j.engstruct.2026.123785openalex-snapshot
A monocular vision-based deep learning approach for 3D full-field displacement monitoring of planar structures
inferred← citeshttps://doi.org/10.1016/j.iintel.2023.100041openalex-snapshot
Structural displacement sensing techniques for civil infrastructure: A review
inferred← citeshttps://doi.org/10.1016/j.istruc.2023.07.017openalex-snapshot
A novel high-precision photogrammetric technique for monitoring subway tunnel deformation
inferred← citeshttps://doi.org/10.1016/j.istruc.2024.106615openalex-snapshot
Vortex-induced vibration dynamic characteristics monitoring with AI-based target object detection for long-span bridges
inferred← citeshttps://doi.org/10.1016/j.istruc.2024.107414openalex-snapshot
Applications of optical flow methods and computer vision in structural health monitoring for enhanced modal identification
inferred← citeshttps://doi.org/10.1016/j.istruc.2024.107660openalex-snapshot
Computer vision-based substructure isolation method for localized damage identification
inferred← citeshttps://doi.org/10.1016/j.istruc.2025.109266openalex-snapshot
Validation of the cable force visual testing method based on sag and laser target on a long-span real bridge
inferred← citeshttps://doi.org/10.1016/j.jsv.2023.118140openalex-snapshot
Monocular out-of-plane vibration measurement using parametric homography
inferred← citeshttps://doi.org/10.1016/j.jsv.2025.119035openalex-snapshot
Scaling operational modes by modal interpretation of static displacements
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.114678openalex-snapshot
Vision-based algorithm for structural response measurement using movable camera and damage localization
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.116009openalex-snapshot
Three-dimensional deformation monitoring of internal nodes of large-span suspended dome structure using videogrammetry under camera instability
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.116261openalex-snapshot
A two-stage mitigation method for optical turbulence-induced errors in vision-based structural displacement measurement
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.118854openalex-snapshot
Monocular vision-based method for micro-deflection measurement of asphalt pavement under wheel loads using natural surface texture
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.120486openalex-snapshot
Multi-UAV tracking and coded target detection for 3D deformation monitoring of hoisting components
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.121102openalex-snapshot
Deformation monitoring of tunnel surrounding rock during construction using monocular vision and millimeter-wave radar fusion method
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.121325openalex-snapshot
A novel phase-based motion estimation method for structural dynamics identification
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.122579openalex-snapshot
BATS: World-anchored dynamic stereo measurement for sea-recovery-oriented moving-platform scenarios with time-varying stereo geometry
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.122915openalex-snapshot
Vision-based settlement measurement of concentric-circle targets under occlusion using structural inpainting and robust center detection
inferred← citeshttps://doi.org/10.1016/j.prostr.2026.01.074openalex-snapshot
Non-contact vibration measurement using event-based neuromorphic imaging
inferred← citeshttps://doi.org/10.1016/j.rineng.2024.103527openalex-snapshot
Innovative wireless sensing for modal analysis and damage modeling of Petőfi Bridge
inferred← citeshttps://doi.org/10.1016/j.ymssp.2025.113351openalex-snapshot
Comprehensive mitigation method for atmospheric turbulence errors in Vision-Based displacement monitoring of long-span bridges
inferred← citeshttps://doi.org/10.1016/j.ymssp.2026.114305openalex-snapshot
A full-field displacement monitoring method for target-free traditional brick walls using low resolution videos based on unsupervised learning
inferred← citeshttps://doi.org/10.1016/j.ymssp.2026.114843openalex-snapshot
SFDM: Structural full-field dynamic displacement monitoring utilizing computer vision-enhanced targetless monitoring system
inferred← citeshttps://doi.org/10.1016/j.ymssp.2026.114864openalex-snapshot
Towards in-situ monitoring of floating platforms: geometry-anchored recurrent diffusion for long-sequence motion reconstruction based on monocular marker-free video
inferred← citeshttps://doi.org/10.1051/e3sconf/202669203002openalex-snapshot
Towards Precision Agriculture: A Real-Time Soil Fertility Monitoring System Using IoT and Deep Learning
inferred← citeshttps://doi.org/10.1061/jpcfev.cfeng-4765openalex-snapshot
Advanced TOPSIS Approach to Variable Index Weighting in Bridge Condition Assessment
inferred← citeshttps://doi.org/10.1080/17538947.2024.2433606openalex-snapshot
Multi-scale monitoring and safety assessment of a prefabricated subway station integrating space-borne InSAR, ground-based machine vision and internal-distributed fiber optic sensors
inferred← citeshttps://doi.org/10.1088/1361-6501/adad91openalex-snapshot
Robust vision-based measurement of structural vibration under highly perturbed ego motion by Lucas–Kanade-based camera motion compensation
inferred← citeshttps://doi.org/10.1088/1361-6501/ae5df9openalex-snapshot
A unified framework for robust recognition on industrial instruments
inferred← citeshttps://doi.org/10.1088/1674-4527/ad283bopenalex-snapshot
Inverse Calculation and Regularization Process for the Solar Aspect System (SAS) of HXI Payload on ASO-S Spacecraft
inferred← citeshttps://doi.org/10.1109/icima68728.2026.11564756openalex-snapshot
Edge-based DDoS Detection in SDN-IoT using Hybrid LSTM and Decision Tree Models
inferred← citeshttps://doi.org/10.1109/insect68872.2026.11663867openalex-snapshot
Hybrid Simulation-Driven Digital Twin Approach for Optimizing Multiscale Product Design and Prototype Development Processes
inferred← citeshttps://doi.org/10.1109/smc54092.2024.10831103openalex-snapshot
Sim-to-Real Domain Adaptation for Deformation Classification
inferred← citeshttps://doi.org/10.1155/adce/4846792openalex-snapshot
Machine Vision‐Based Deformation Monitoring and Validation for Ultra‐High Pylons of the Zhangjinggao Yangtze River Bridge
inferred← citeshttps://doi.org/10.1177/14759217231219689openalex-snapshot
Enhancing the understanding of bolt loosening and wave transmission in bolted lap-joint connections: a numerical and experimental study using guided Lamb waves
inferred← citeshttps://doi.org/10.1177/14759217261445344openalex-snapshot
Damage diagnosis of bridge structures using deep learning strategies: A hybrid neural networks practical tool
inferred← citeshttps://doi.org/10.18494/sam5615openalex-snapshot
Computer-vision-based Displacement Monitoring System for Long-distance and Long-term Measurement on a Slope
inferred← citeshttps://doi.org/10.2139/ssrn.5348412openalex-snapshot
Enhanced Monitoring of Apparent Displacement of Slopes Using Multi-Exposure Fusion Technique
inferred← citeshttps://doi.org/10.2139/ssrn.5682032openalex-snapshot
Cyber-physical interaction between a drone and deep learning-based perceptual control for automatic measurement of structural vibration
inferred← citeshttps://doi.org/10.2139/ssrn.6618020openalex-snapshot
A Level-4 Digital Twin Architecture for Deep Excavation Projects
inferred← citeshttps://doi.org/10.2139/ssrn.6950569openalex-snapshot
A phase-based approach for video motion estimation
inferred← citeshttps://doi.org/10.23919/icact60172.2024.10471940openalex-snapshot
Computer Vision-Based Structural Deformation Monitoring System on Android Smartphones: Design and Implementation
inferred← citeshttps://doi.org/10.2478/rgg-2026-0002openalex-snapshot
Analysis of the impact of TLS point cloud feature sets on the detection of building displacements using machine learning algorithms
inferred← citeshttps://doi.org/10.32604/cmes.2025.067100openalex-snapshot
Deep Learning-Based Inverse Design: Exploring Latent Space Information for Geometric Structure Optimization
inferred← citeshttps://doi.org/10.33764/2411-1759-2026-31-2-33-42openalex-snapshot
Исследование точности прототипа малобюджетного цифрового датчика слежения за вертикальными смещениями на основе алгоритмов компьютерного зрения
inferred← citeshttps://doi.org/10.3390/agriculture15121278openalex-snapshot
Instance Segmentation of Sugar Apple (Annona squamosa) in Natural Orchard Scenes Using an Improved YOLOv9-seg Model
inferred← citeshttps://doi.org/10.3390/app13020747openalex-snapshot
Full-Field Mode Shape Identification Based on Subpixel Edge Detection and Tracking
inferred← citeshttps://doi.org/10.3390/app13052813openalex-snapshot
GNSS-Assisted Low-Cost Vision-Based Observation System for Deformation Monitoring
inferred← citeshttps://doi.org/10.3390/app14188190openalex-snapshot
MEMS-Based Vibration Acquisition for Modal Parameter Identification of Substation Frame
inferred← citeshttps://doi.org/10.3390/app15020803openalex-snapshot
Vision-Based Damage Detection Method Using Multi-Scale Local Information Entropy and Data Fusion
inferred← citeshttps://doi.org/10.3390/buildings16193835openalex-snapshot
Building Deformation Simulation and Recognition via Localized Geometric Transformation and Collaborative Statistical Metrics
inferred← citeshttps://doi.org/10.3390/buildings16204023openalex-snapshot
A Geometric–Temporal Coupling Method for Vision-Based Pose Monitoring of Bridge Erecting Machines Under Degraded Visual Observations
inferred← citeshttps://doi.org/10.3390/electronics12122713openalex-snapshot
Expansion Joints Risk Prediction System Based on IoT Displacement Device
inferred← citeshttps://doi.org/10.3390/en18081898openalex-snapshot
Fast Monocular Measurement via Deep Learning-Based Object Detection for Real-Time Gas-Insulated Transmission Line Deformation Monitoring
inferred← citeshttps://doi.org/10.3390/machines11030330openalex-snapshot
Computer Vision Method for In Situ Measuring Forming Accuracy of 3D Sand Mold Printing
inferred← citeshttps://doi.org/10.3390/math14152697openalex-snapshot
A Method for 6-DOF Motion Measurement of Marine Floating Structures Based on Monocular Vision and Feature Point Tracking
inferred← citeshttps://doi.org/10.3390/s22155725openalex-snapshot
Low-Cost Wireless Structural Health Monitoring of Bridges
inferred← citeshttps://doi.org/10.3390/s22249808openalex-snapshot
Operational and Analytical Modal Analysis of a Bridge Using Low-Cost Wireless Arduino-Based Accelerometers
inferred← citeshttps://doi.org/10.3390/s23041884openalex-snapshot
A Mitigation Method for Optical-Turbulence-Induced Errors and Optimal Target Design in Vision-Based Displacement Measurement
inferred← citeshttps://doi.org/10.3390/s23094334openalex-snapshot
Fiber Optic Sensing Technology and Vision Sensing Technology for Structural Health Monitoring
inferred← citeshttps://doi.org/10.3390/s23187863openalex-snapshot
Computer Vision-Based Bridge Inspection and Monitoring: A Review
inferred← citeshttps://doi.org/10.3390/s24165151openalex-snapshot
A Novel Method for Heat Haze-Induced Error Mitigation in Vision-Based Bridge Displacement Measurement
inferred← citeshttps://doi.org/10.3390/s25020410openalex-snapshot
Image-Driven Hybrid Structural Analysis Based on Continuum Point Cloud Method with Boundary Capturing Technique
inferred← citeshttps://doi.org/10.3390/s25175432openalex-snapshot
Vision and 2D LiDAR Fusion-Based Navigation Line Extraction for Autonomous Agricultural Robots in Dense Pomegranate Orchards
inferred← citeshttps://doi.org/10.3390/s26113338openalex-snapshot
Fusion of Embedded Vision and Intelligent Algorithms for Non-Contact Deformation Monitoring
inferred← citeshttps://doi.org/10.3390/signals4030029openalex-snapshot
Computer Vision and Image Processing in Structural Health Monitoring: Overview of Recent Applications
inferred← citeshttps://doi.org/10.3788/lop240449openalex-snapshot
大型工程结构静动态变形摄像测量方法与应用(特邀)
inferred← citeshttps://doi.org/10.56028/aetr.11.1.558.2024openalex-snapshot
Review of Research Progress in Computer Vision
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.