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A 3D Laser Profiling System for Rail Surface Defect Detection

https://doi.org/10.3390/s17081791
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What this work says

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

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Aligning Arbitrary Surfaces using Pairwise Geometric Histograms
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Three-dimensional Point Cloud Registration by Matching Surface Features with Relaxation Labeling Method
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Filter-based feature selection for rail defect detection
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A review of recent range image registration methods with accuracy evaluation
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Guided wave inspection potential of defects in rail
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Modeling guided wave propagation with application to the long-range defect detection in railroad tracks
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High-speed inspection of rails using ACFM techniques
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A performance evaluation test for laser line scanners on CMMs
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3D vision inspection for internal surface based on circle structured light
inferredcites →https://doi.org/10.1016/s0034-4257(03)00132-9openalex-snapshot
An assessment of the effectiveness of decision tree methods for land cover classification
inferredcites →https://doi.org/10.1016/s0034-4257(97)00049-7openalex-snapshot
Decision tree classification of land cover from remotely sensed data
inferredcites →https://doi.org/10.1088/0957-0233/21/2/025204openalex-snapshot
A novel method for round steel measurement with a multi-line structured light vision sensor
inferredcites →https://doi.org/10.1109/19.850395openalex-snapshot
Composite real-time image processing for railways track profile measurement
inferredcites →https://doi.org/10.1109/28.993164openalex-snapshot
Defect detection in textured materials using Gabor filters
inferredcites →https://doi.org/10.1109/34.121785openalex-snapshot
Structural indexing: efficient 3-D object recognition
inferredcites →https://doi.org/10.1109/34.121791openalex-snapshot
A method for registration of 3-D shapes
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A fast iterative nearest point algorithm for support vector machine classifier design
inferredcites →https://doi.org/10.1109/iccv.1999.790402openalex-snapshot
Free-form surface registration using surface signatures
inferredcites →https://doi.org/10.1109/icpr.2002.1047997openalex-snapshot
The Trimmed Iterative Closest Point algorithm
inferredcites →https://doi.org/10.1109/irds.2002.1041365openalex-snapshot
A review of laser scanning three-dimensional digitisers
inferredcites →https://doi.org/10.1109/isie.2009.5214088openalex-snapshot
Real-time rail head surface defect detection: A geometrical approach
inferredcites →https://doi.org/10.1109/ivs.2004.1336435openalex-snapshot
Defect detection on rail surfaces by a vision based system
inferredcites →https://doi.org/10.1109/tcyb.2017.2682280openalex-snapshot
Robust Gait Recognition by Integrating Inertial and RGBD Sensors
inferredcites →https://doi.org/10.1109/tia.2003.816474openalex-snapshot
Rail defect diagnosis using wavelet packet decomposition
inferredcites →https://doi.org/10.1109/tim.2012.2184959openalex-snapshot
A Real-Time Visual Inspection System for Discrete Surface Defects of Rail Heads
inferredcites →https://doi.org/10.1109/tim.2013.2240932openalex-snapshot
Efficient Calibration of a Laser Dynamic Deflectometer
inferredcites →https://doi.org/10.1109/tim.2013.2283741openalex-snapshot
Automatic Fastener Classification and Defect Detection in Vision-Based Railway Inspection Systems
inferredcites →https://doi.org/10.1109/tmi.2003.819276openalex-snapshot
The dual-bootstrap iterative closest point algorithm with application to retinal image registration
inferredcites →https://doi.org/10.1109/tmm.2016.2619912openalex-snapshot
Local Pattern Collocations Using Regional Co-occurrence Factorization
inferredcites →https://doi.org/10.1109/tpami.1983.4767390openalex-snapshot
On the Foundations of Relaxation Labeling Processes
inferredcites →https://doi.org/10.1109/tpami.2002.1017616openalex-snapshot
An efficient k-means clustering algorithm: analysis and implementation
inferredcites →https://doi.org/10.1109/tpami.2002.1023806openalex-snapshot
Surface signatures: an orientation independent free-form surface representation scheme for the purpose of objects registration and matching
inferredcites →https://doi.org/10.1109/tsmcb.2002.1033176openalex-snapshot
Defect detection in textured materials using optimized filters
inferredcites →https://doi.org/10.1117/12.280797openalex-snapshot
New extension of the Kalman filter to nonlinear systems
inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot
LIBSVM
inferredcites →https://doi.org/10.1177/0361198106194300108openalex-snapshot
Laser–Air-Coupled Hybrid Noncontact System for Defect Detection in Rail Tracks
inferredcites →https://doi.org/10.1364/ao.41.002627openalex-snapshot
Optical high-precision three-dimensional vision-based quality control of manufactured parts by use of synthetic images and knowledge for image-data evaluation and interpretation
inferredcites →https://doi.org/10.3141/1943-08openalex-snapshot
Laser-Air-Coupled Hybrid Noncontact System for Defect Detection in Rail Tracks Status of FRA Prototype Development at University of California-San Diego
inferredcites →https://doi.org/10.3141/2117-10openalex-snapshot
Noncontact Ultrasonic Guided Wave Detection of Rail Defects
inferredcites →https://doi.org/10.3390/s140916128openalex-snapshot
White Blood Cell Segmentation by Color-Space-Based K-Means Clustering
inferredcites →https://doi.org/10.3390/s150100715openalex-snapshot
Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization
inferredcites →https://doi.org/10.5565/rev/elcvia.268openalex-snapshot
A Review of Recent Advances in Surface Defect Detection using Texture analysis Techniques
inferredcites →https://doi.org/10.5772/4985openalex-snapshot
ViSyR: a Vision System for Real-Time Infrastructure Inspection

What points at this work

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

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Cross-attention fusion and edge-guided fully supervised contrastive learning network for rail surface defect detection
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Automated Geometric Imperfection Detection and Quantification of CFS Members from Point Clouds
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Characterization of defects on rail surface using eddy current technique
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State of the Art in Defect Detection Based on Machine Vision
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3D Rutting Features Extraction Through Continuous Pavement Laser Point Cloud
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A comprehensive review on advancements and challenges of deep learning in tunnel and underground engineering
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Real-time dimensional measurement of PCRS via three-stage feature extraction and dynamic weighted least squares using multimodal line laser scanning images
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Design of an innovative and self-adaptive-smart algorithm to investigate the structural integrity of a rail track using Rayleigh waves emitted and sensed by a fully non-contact laser transduction system
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3D tensor-based point cloud and image fusion for robust detection and measurement of rail surface defects
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Nondestructive testing methods for rail defects detection
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Non-contact detection of railhead defects and their classification by using convolutional neural network
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Research on the measurement of the large-components flatness based on gravitational straightedge method of adaptive two-end growth
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Train rail defect classification detection and its parameters learning method
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3D pavement data decomposition and texture level evaluation based on step extraction and Pavement-Transformer
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Accurate and effective framework for identifying track defects
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A high-precision visual detection method for rail profile based on Scheimpflug condition
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Vibration compensation of the laser scanners for rail inspection based on a dynamic wheel–rail contact coordinate system projection
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Surface quality inspection of rail vehicle sidewall panels via parametric reconstruction of line-laser profile point clouds
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Clustering is all you need: Intelligent measurement for aero-engine honeycomb seal structure wear marks
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High-resolution real-time 360∘ 3D surface defect inspection with fringe projection profilometry
inferred← citeshttps://doi.org/10.1016/j.optlastec.2023.110124openalex-snapshot
A study of error correction method based on selective focus for curved rail profile measurement
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Experimental and numerical investigation of brake block wear characteristics and resultant wheel thermal loads in heavy-haul trains
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Inspection of RCF rail defects – Review of NDT methods
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Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model
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Defect detection in impeller parts utilising local geometric feature analysis
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Dynamic rail wear measurement: integration of RTK GNSS, IMU, and laser
inferred← citeshttps://doi.org/10.1088/1361-6501/addc89openalex-snapshot
A detection method for rail tread defects based on the Fourier transform
inferred← citeshttps://doi.org/10.1088/1742-6596/1648/4/042070openalex-snapshot
Application of Machine Vision in the Inspection System of Steel Plate Surface Defects
inferred← citeshttps://doi.org/10.1088/1742-6596/2424/1/012026openalex-snapshot
Research on the Cloud Platform for Urban Rail Transit based on Track Inspection Vehicle
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An Accurate and Fast Method to Inspect Rail Wear Based on Revised Global Registration
inferred← citeshttps://doi.org/10.1109/access.2020.2999385openalex-snapshot
Rail Weld Defect Prediction and Related Condition-Based Maintenance
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Integration of Building Information Modeling and Machine Learning for Railway Defect Localization
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Research on Surface Defect Detection Technology Based on the Zonal and Time-Sharing Computational Imaging
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Quantification Method of Rail Web Buried Defect using Hybrid High-Order Guided Waves
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Rail Surface Inspection System Using Differential Topographic Images
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Modelling and Simulation 3D Ultrasound Wave Propagation using k-space Pseudospectral Method in the Railway Track Geometry
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Third Rail Wear Inspection Based on Point Cloud Registration
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Design and Fabrication of Adhesive Application System for Magnets in Motors
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Design of Defect Detection Algorithm for Copper Foil Particle Substrate Based on Computer Vision
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Detection of Defects on the Inner Surface of Pipe based on Gaussian Mixture Model
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Wireless Localization of Spallings in Switch-Rails With Guided Waves Based on a Time–Frequency Method
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Rapid Detection of Visual and Structural Defects of Railway Fasteners via RGB-P Bimodal Data Fusion
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MRSDI-CNN: Multi-Model Rail Surface Defect Inspection System Based on Convolutional Neural Networks
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Modification of the Grid-Characteristic Method on Chimera Meshes for 3D Problems of Railway Non-destructive Testing
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РУХОМИЙ ПРИСТРІЙ ДЛЯ КОНТРОЛЮ ВІДХИЛЕНЬ ПОЛОЖЕНЬ РЕЙКОВИХ ШЛЯХІВ
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inferred← citeshttps://doi.org/10.3390/electronics15122593openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s20051367openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s20072142openalex-snapshot
Surface Defect System for Long Product Manufacturing Using Differential Topographic Images
inferred← citeshttps://doi.org/10.3390/s20102927openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s20174736openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/s20185136openalex-snapshot
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Visual Measurement System for Wheel–Rail Lateral Position Evaluation
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Feasibility of Digital Image Correlation for Fatigue Cracks Detection under Dynamic Loading
inferred← citeshttps://doi.org/10.3390/s21237937openalex-snapshot
Detection and Classification System for Rail Surface Defects Based on Eddy Current
inferred← citeshttps://doi.org/10.3390/s23104627openalex-snapshot
Detection of Rail Defects Using NDT Methods
inferred← citeshttps://doi.org/10.3390/s23104772openalex-snapshot
Autoencoders Based on 2D Convolution Implemented for Reconstruction Point Clouds from Line Laser Sensors
inferred← citeshttps://doi.org/10.3390/s24165124openalex-snapshot
Linear-Structured-Light Measurement System Based on Scheimpflug Camera Thick-Lens Imaging
inferred← citeshttps://doi.org/10.3390/s24206722openalex-snapshot
Laser Scan Compression for Rail Inspection
inferred← citeshttps://doi.org/10.3390/s25113489openalex-snapshot
A Rail Profile Measurement Method Based on Polarization Fusion Imaging
inferred← citeshttps://doi.org/10.3390/su141811790openalex-snapshot
Field Measurement and Mechanism Analysis of Rail Corrugation on Steel Spring Floating Slab Track Section
inferred← citeshttps://doi.org/10.3390/vibration4020022openalex-snapshot
Detection and Severity Evaluation of Combined Rail Defects Using Deep Learning
inferred← citeshttps://doi.org/10.3744/snak.2022.59.4.235openalex-snapshot
Application of Point Cloud Based Hull Structure Deformation Detection Algorithm
inferred← citeshttps://doi.org/10.3788/lop223445openalex-snapshot
延展表面高分辨率形貌测量方法综述
inferred← citeshttps://doi.org/10.3901/jme.2022.05.34openalex-snapshot
Casting Defect Detection Method Based on Multi Model Cascade and Binocular Vision
inferred← citeshttps://doi.org/10.4018/978-1-7998-1290-6.ch006openalex-snapshot
Image Processing and Post-Data Mining Processing for Security in Industrial Applications
inferred← citeshttps://doi.org/10.4018/ijswis.358452openalex-snapshot
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection
inferred← citeshttps://doi.org/10.4236/jtts.2025.151006openalex-snapshot
Evaluation of On-Vehicle Bone-Conduct Acoustic Emission Detection for Rail Defects
inferred← citeshttps://doi.org/10.4236/jtts.2025.154026openalex-snapshot
Non-Contact Acoustic Emission Detection of External Rail Defects Using Air-Coupled Sensors
inferred← citeshttps://doi.org/10.4236/ojapps.2025.153048openalex-snapshot
The Recognition of Rail Surface State Based on Improved ResNet-50 Deep Learning Network
inferred← citeshttps://doi.org/10.63282/3050-9262.ijaidsml-v2i2p105openalex-snapshot
Rail Defect Measurement System: Integrating AI and IoT for Predictive Operations
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