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Bolt-Loosening Monitoring Framework Using an Image-Based Deep Learning and Graphical Model

https://doi.org/10.3390/s20123382
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What this work says

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

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RBFN-based temperature compensation method for impedance monitoring in prestressed tendon anchorage
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Bolt loosening angle detection technology using deep learning
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Automatic mapping of cracking patterns on concrete surfaces with biological stains using hyper-spectral images processing
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Selective Search for Object Recognition
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Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications
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Vision-based detection of loosened bolts using the Hough transform and support vector machines
inferredcites →https://doi.org/10.1016/j.autcon.2018.12.011openalex-snapshot
Non-contact fatigue crack detection in civil infrastructure through image overlapping and crack breathing sensing
inferredcites →https://doi.org/10.1016/j.autcon.2019.102844openalex-snapshot
Quasi-autonomous bolt-loosening detection method using vision-based deep learning and image processing
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.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.ndteint.2011.08.003openalex-snapshot
Impedance based damage detection under varying temperature and loading conditions
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1088/0964-1726/15/2/041openalex-snapshot
Detection of bolt loosening in C–C composite thermal protection panels: I. Diagnostic principle
inferredcites →https://doi.org/10.1088/0964-1726/25/8/085015openalex-snapshot
Real time bolt preload monitoring using piezoceramic transducers and time reversal technique—a numerical study with experimental verification
inferredcites →https://doi.org/10.1098/rsta.2006.1935openalex-snapshot
Effects of environmental and operational variability on structural health monitoring
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The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes
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Practical Homography-based perspective correction method for License Plate Recognition
inferredcites →https://doi.org/10.1109/jiot.2018.2852653openalex-snapshot
Design of a Novel Wearable Sensor Device for Real-Time Bolted Joints Health Monitoring
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
inferredcites →https://doi.org/10.1109/tpami.1986.4767851openalex-snapshot
A Computational Approach to Edge Detection
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Vision‐Based Automated Crack Detection for Bridge Inspection
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Structural health monitoring using extremely compressed data through deep learning
inferredcites →https://doi.org/10.1117/12.2219055openalex-snapshot
Bolt-loosening identification of bolt connections by vision image-based technique
inferredcites →https://doi.org/10.1117/12.2561610openalex-snapshot
Machine learning for structural health monitoring: challenges and opportunities
inferredcites →https://doi.org/10.1155/2013/871213openalex-snapshot
Review of Bolted Connection Monitoring
inferredcites →https://doi.org/10.1155/2016/7103039openalex-snapshot
A Review of Machine Vision-Based Structural Health Monitoring: Methodologies and Applications
inferredcites →https://doi.org/10.1177/1045389x09354785openalex-snapshot
Damage Detection in Bolted Space Structures
inferredcites →https://doi.org/10.1177/1475921708094792openalex-snapshot
Sensor Self-diagnosis Using a Modified Impedance Model for Active Sensing-based 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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A survey of transfer learning
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Deep Learning-based Damage Detection of Miter Gates Using Synthetic Imagery from Computer Graphics
inferredcites →https://doi.org/10.12989/sss.2015.15.4.1159openalex-snapshot
Temperature effect on wireless impedance monitoring in tendon anchorage of prestressed concrete girder
inferredcites →https://doi.org/10.12989/sss.2018.22.1.057openalex-snapshot
PCA-based filtering of temperature effect on impedance monitoring in prestressed tendon anchorage
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inferredcites →https://doi.org/10.1590/1679-78254231openalex-snapshot
A Review Paper on Looseness Detection Methods in Bolted Structures
inferredcites →https://doi.org/10.3389/fbuil.2019.00044openalex-snapshot
Measuring Structural Deformations in the Laboratory Environment Using Smartphones
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A Low-Cost Robotic Camera System for Accurate Collection of Structural Response
inferredcites →https://doi.org/10.3390/s18041000openalex-snapshot
Image Registration-Based Bolt Loosening Detection of Steel Joints
inferredcites →https://doi.org/10.3390/s18092766openalex-snapshot
Preload Monitoring in Bolted Connection Using Piezoelectric-Based Smart Interface
inferredcites →https://doi.org/10.3390/s18103452openalex-snapshot
Automated Vision-Based Detection of Cracks on Concrete Surfaces Using a Deep Learning Technique
inferredcites →https://doi.org/10.3390/s20020510openalex-snapshot
Sensor Fault Diagnosis for Impedance Monitoring Using a Piezoelectric-Based Smart Interface Technique
inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot
Learning Multiple Layers of Features from Tiny Images

What points at this work

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

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Design of Shield Bolt Axial Force Meter Based on Fiber Grating
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Percussion‐based bolt looseness identification using vibration‐guided sound reconstruction
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Automated structural bolt looseness detection using deep learning‐based prediction model
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Deep learning‐based bolt loosening detection for wind turbine towers
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Loosening Analysis of Bolted Joint Under Transverse Vibration
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Bone-Implant Osseointegration Monitoring Using Electro-mechanical Impedance Technique and Convolutional Neural Network: A Numerical Study
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Computer Vision-Based Quantitative Detection of Bolt Loosening Using Two-Stage Perspective Distortion Correction Method
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Real-Time Bolt Loosening Monitoring Method Based on Edge Device Deployment and Optical Flow Tracking
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Image-based bolt-loosening detection using an improved homography-based perspective rectification method
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Intelligent Bolt loosening detection-based transient impact dynamics and energy flow approach
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Condition assessment of bolted connections in steel structures using deep learning
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A vibration energy approach for Bolt loosening assessment in sealed structures under transient excitations
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