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On the detection of defects on specular car body surfaces
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-4757-2076-1openalex-snapshot
Data Fusion for Sensory Information Processing Systems
inferredcites →https://doi.org/10.1007/978-1-4757-2076-1_5openalex-snapshot
Data Fusion Applied to Feature Based Stereo Algorithms
inferredcites →https://doi.org/10.1007/978-3-540-87405-8_27openalex-snapshot
A Benchmark Evaluation of Incremental Pattern Matching in Graph Transformation
inferredcites →https://doi.org/10.1016/b978-0-240-80740-9.50068-4openalex-snapshot
Digital Image Processing
inferredcites →https://doi.org/10.1016/b978-034067648-6/50004-9openalex-snapshot
Data Fusion – A Review
inferredcites →https://doi.org/10.1016/j.measurement.2005.12.007openalex-snapshot
Inspection of specular and painted surfaces with centralized fusion techniques
inferredcites →https://doi.org/10.1016/j.riai.2011.11.010openalex-snapshot
Detección de Defectos en Carrocerías de Vehículos Basado en Visión Artificial: Diseño e Implantación
inferredcites →https://doi.org/10.1016/s0007-8506(07)61570-4openalex-snapshot
Fast Inspection of Larger Sized Curved Surfaces by Stripe Projection
inferredcites →https://doi.org/10.1109/coase.2010.5584643openalex-snapshot
Automated surface deformations detection and marking on automotive body panels
inferredcites →https://doi.org/10.1109/cvpr.1993.341164openalex-snapshot
Roughness and shape of specular lobe surfaces using photometric sampling method
inferredcites →https://doi.org/10.1109/icra.2011.5980570openalex-snapshot
Inspection system based on artificial vision for paint defects detection on cars bodies
inferredcites →https://doi.org/10.1109/tim.2007.894185openalex-snapshot
Deflectometric Measurement of Specular Surfaces
inferredcites →https://doi.org/10.1111/1467-8659.1330233openalex-snapshot
An Inexpensive BRDF Model for Physically‐based Rendering
inferredcites →https://doi.org/10.1145/15886.15901openalex-snapshot
A radiosity method for non-diffuse environments
inferredcites →https://doi.org/10.1145/15922.15901openalex-snapshot
A radiosity method for non-diffuse environments
inferredcites →https://doi.org/10.1145/280811.280981openalex-snapshot
Models of light reflection for computer synthesized pictures
inferredcites →https://doi.org/10.1145/357290.357293openalex-snapshot
A Reflectance Model for Computer Graphics
inferredcites →https://doi.org/10.1145/360825.360839openalex-snapshot
Illumination for computer generated pictures
inferredcites →https://doi.org/10.1145/965141.563893openalex-snapshot
Models of light reflection for computer synthesized pictures
inferredcites →https://doi.org/10.2312/egwr/egsr07/195-206openalex-snapshot
Microfacet Models for Refraction through Rough Surfaces
inferredcites →https://doi.org/10.5772/45790openalex-snapshot
3D Surface Analysis for Automated Detection of Deformations on Automotive Body Panels
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4647317openalex-extracted
Streamlining Inspection Processes for Error-Free Vehicles in the Automobile and Aerospace Industries: Integration of Computer Vision, Machine Learning, Control Systems
inferred← citeshttps://doi.org/10.2139/ssrn.4654843openalex-extracted
Salient Defect Detection Model for Curved Paint Surfaces in the Reflection Condition
inferred← citeshttps://doi.org/10.1002/tee.23096openalex-snapshot
Defect inspection of coated automobile roofs using a single camera
inferred← citeshttps://doi.org/10.1007/978-3-030-28505-0_23openalex-snapshot
Deep Neural Network Modeling for Metallic Component Defects Using the Finite Element Model
inferred← citeshttps://doi.org/10.1007/978-3-031-73503-5_6openalex-snapshot
Defect Detection in the Painting of Combustion Device Covers Using the Deflectometry Method and YOLOv8
inferred← citeshttps://doi.org/10.1007/978-981-15-8221-9_114openalex-snapshot
Autonomous Vehicle Spray Paint and Defect Detection Using Machine Vision
inferred← citeshttps://doi.org/10.1007/s00170-024-13827-xopenalex-snapshot
A novel defect detection system for complex freeform surface structures
inferred← citeshttps://doi.org/10.1007/s10462-025-11233-7openalex-snapshot
A comprehensive survey of specularity detection: state-of-the-art techniques and breakthroughs
inferred← citeshttps://doi.org/10.1007/s11042-020-09152-6openalex-snapshot
An improved MobileNet-SSD algorithm for automatic defect detection on vehicle body paint
inferred← citeshttps://doi.org/10.1007/s11042-020-09245-2openalex-snapshot
An APF-ACO algorithm for automatic defect detection on vehicle paint
inferred← citeshttps://doi.org/10.1016/j.aei.2024.102838openalex-snapshot
A three-stage framework for accurate detection of high-speed train body paint film defects
inferred← citeshttps://doi.org/10.1016/j.aei.2025.103254openalex-snapshot
PA-WSDIS: A prior-aware weakly supervised defect instance segmentation model for car body surface
inferred← citeshttps://doi.org/10.1016/j.apergo.2022.103911openalex-snapshot
Development of a human-friendly visual inspection method for painted vehicle bodies
inferred← citeshttps://doi.org/10.1016/j.cirpj.2020.01.004openalex-snapshot
Camera 3D positioning mixed reality-based interface to improve worker safety, ergonomics and productivity
inferred← citeshttps://doi.org/10.1016/j.ecosta.2020.05.005openalex-snapshot
Efficient surface finish defect detection using reduced rank spline smoothers and probabilistic classifiers
inferred← citeshttps://doi.org/10.1016/j.engappai.2026.115797openalex-snapshot
Automated defect detection for automotive paint surface using dual-modality imaging
inferred← citeshttps://doi.org/10.1016/j.jmapro.2025.03.112openalex-snapshot
Enhancing manufacturing process accuracy: A multidisciplinary approach integrating computer vision, machine learning, and control systems
inferred← citeshttps://doi.org/10.1016/j.jmsy.2017.10.004openalex-snapshot
Automated defect inspection system for CMOS image sensor with micro multi-layer non-spherical lens module
inferred← citeshttps://doi.org/10.1016/j.jmsy.2019.08.004openalex-snapshot
Mixed reality-based user interface for quality control inspection of car body surfaces
inferred← citeshttps://doi.org/10.1016/j.jmsy.2021.02.013openalex-snapshot
Advanced teleoperation and control system for industrial robots based on augmented virtuality and haptic feedback
inferred← citeshttps://doi.org/10.1016/j.jmsy.2023.11.014openalex-snapshot
An effective MID-based visual defect detection method for specular car body surface
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.07.001openalex-snapshot
Quick dimensional inspection for continuous welding and assembly using machine learning-powered smart jig
inferred← citeshttps://doi.org/10.1016/j.measen.2025.101849openalex-snapshot
Surface defect identification using Bayesian filtering on a 3D mesh
inferred← citeshttps://doi.org/10.1016/j.measurement.2020.107834openalex-snapshot
DeepInspection: Deep learning based hierarchical network for specular surface inspection
inferred← citeshttps://doi.org/10.1016/j.measurement.2021.109370openalex-snapshot
Defect detection method using laser vision with model-based segmentation for laser brazing welds on car body surface
inferred← citeshttps://doi.org/10.1016/j.measurement.2022.111954openalex-snapshot
A new approach for detecting and grading blistering defect of coatings using a machine vision system
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.115193openalex-snapshot
Defect detection method for curved and reflected paint surfaces of rearview mirrors
inferred← citeshttps://doi.org/10.1016/j.mechatronics.2018.04.008openalex-snapshot
Adaptive Sliding Mode Control for Robotic Surface Treatment Using Force Feedback
inferred← citeshttps://doi.org/10.1016/j.optlaseng.2020.106064openalex-snapshot
Detecting defects on corrugated plate surfaces using a differential laser triangulation method
inferred← citeshttps://doi.org/10.1016/j.promfg.2019.07.049openalex-snapshot
A comparative study of image processing thresholding algorithms on residual oxide scale detection in stainless steel production lines
inferred← citeshttps://doi.org/10.1016/j.rcim.2018.05.003openalex-snapshot
Adaptive robust control and admittance control for contact-driven robotic surface conditioning
inferred← citeshttps://doi.org/10.1016/j.rcim.2019.101843openalex-snapshot
Coverage path planning with targetted viewpoint sampling for robotic free-form surface inspection
inferred← citeshttps://doi.org/10.1016/j.rcim.2024.102791openalex-snapshot
Model-enabled robotic machining framework for repairing paint film defects
inferred← citeshttps://doi.org/10.1016/j.rcim.2024.102806openalex-snapshot
AEGLR-Net: Attention enhanced global–local refined network for accurate detection of car body surface defects
inferred← citeshttps://doi.org/10.1016/j.rcim.2025.103079openalex-snapshot
Coating defect detection in intelligent manufacturing: Advances, challenges, and future trends
inferred← citeshttps://doi.org/10.1063/5.0082702openalex-snapshot
Surface defect detection of Si3N4 ceramic bearing ball based on improved homomorphic filter-Gaussian filter coupling algorithm
inferred← citeshttps://doi.org/10.1075/is.18010.graopenalex-snapshot
Human-robot collaboration for surface treatment tasks
inferred← citeshttps://doi.org/10.1080/00207543.2023.2270588openalex-snapshot
A technology maturity assessment framework for Industry 5.0 machine vision systems based on systematic literature review in automotive manufacturing
inferred← citeshttps://doi.org/10.1080/01691864.2020.1860816openalex-snapshot
Spiral coil beneath fingertip enhances tactile sensation while tracing surface with small undulations
inferred← citeshttps://doi.org/10.1080/0951192x.2019.1636409openalex-snapshot
An adaptive clustering method detecting the surface defects on linear guide rails
inferred← citeshttps://doi.org/10.1080/0951192x.2021.1973108openalex-snapshot
Generalization of reference filtering control strategy for 2D/3D visual feedback control of industrial robot manipulators
inferred← citeshttps://doi.org/10.1080/21693277.2026.2710381openalex-snapshot
Advancing product surface defect detection and quality inspection with Gaussian Splatting: insights and preliminary experimental evidence
inferred← citeshttps://doi.org/10.1088/1361-6501/ab1467openalex-snapshot
A mobile vision inspection system for tiny defect detection on smooth car-body surfaces based on deep ensemble learning
inferred← citeshttps://doi.org/10.1088/1361-6501/ad1672openalex-snapshot
Back to Michelson interferometer: a precise inspection system for industrial intricate structures defect detection
inferred← citeshttps://doi.org/10.1088/1361-6501/ad80b5openalex-snapshot
Research on detection and classification of automotive body surface defects based on image processing and machine learning
inferred← citeshttps://doi.org/10.1088/1361-6501/adb05bopenalex-snapshot
YOLOv8-SC: improving the YOLOv8 network for real-time detection of automotive coated surface defects
inferred← citeshttps://doi.org/10.1088/1757-899x/632/1/012073openalex-snapshot
The study on the factors influencing the quality of paint and varnish coating when repairing the car body
inferred← citeshttps://doi.org/10.1088/1757-899x/832/1/012008openalex-snapshot
Quality research of paintwork of Volkswagen Tuareg car body elements
inferred← citeshttps://doi.org/10.1109/access.2018.2879861openalex-snapshot
Image-Alignment Based Matching for Irregular Contour Defects Detection
inferred← citeshttps://doi.org/10.1109/access.2020.3014501openalex-snapshot
Human-Robot Cooperation for Surface Repair Combining Automatic and Manual Modes
inferred← citeshttps://doi.org/10.1109/cac48633.2019.8996176openalex-snapshot
An Adaptive Defect Detection Technology for Car-Bodies Surfaces
inferred← citeshttps://doi.org/10.1109/iceconf57129.2023.10083542openalex-snapshot
Car Defect Detection Using Image Processing
inferred← citeshttps://doi.org/10.1109/icra40945.2020.9196980openalex-snapshot
A Robotics Inspection System for Detecting Defects on Semi-specular Painted Automotive Surfaces
inferred← citeshttps://doi.org/10.1109/icra48506.2021.9560853openalex-snapshot
Optimal Object Placement for Minimum Discontinuity Non-revisiting Coverage Task
inferred← citeshttps://doi.org/10.1109/ist50367.2021.9651453openalex-snapshot
The Role of Machine Vision in Industry 4.0: an automotive manufacturing perspective
inferred← citeshttps://doi.org/10.1109/jsen.2021.3132428openalex-snapshot
A Sensor-Based Robotic Line Scan System With Adaptive ROI for Inspection of Defects Over Convex Free-Form Specular Surfaces
inferred← citeshttps://doi.org/10.1109/ocit59427.2023.10430919openalex-snapshot
Machine Intelligence for Detection of Dents and Scratches on Car Body
inferred← citeshttps://doi.org/10.1109/tim.2019.2947800openalex-snapshot
A Multilevel Information Fusion-Based Deep Learning Method for Vision-Based Defect Recognition
inferred← citeshttps://doi.org/10.1109/tim.2019.2962565openalex-snapshot
A Lightweight Appearance Quality Assessment System Based on Parallel Deep Learning for Painted Car Body
inferred← citeshttps://doi.org/10.1109/tim.2025.3551922openalex-snapshot
Car Paint Defect Detection Based on PMD With Multisource Image Fusion
inferred← citeshttps://doi.org/10.1109/tim.2025.3552466openalex-snapshot
PSO-Based Optimal Coverage Path Planning for Surface Defect Inspection of 3C Components With a Robotic Line Scanner
inferred← citeshttps://doi.org/10.1109/tim.2025.3556907openalex-snapshot
A Multimodal Unsupervised Coating Defect Detection Method Based on Dual-Branch Hybrid CNN-Mamba U-Net
inferred← citeshttps://doi.org/10.1109/tmech.2020.2992685openalex-snapshot
Cellular Decomposition for Nonrepetitive Coverage Task With Minimum Discontinuities
inferred← citeshttps://doi.org/10.1109/tsmc.2022.3166397openalex-snapshot
Computer Vision Techniques in Manufacturing
inferred← citeshttps://doi.org/10.1111/exsy.13323openalex-snapshot
Automatic detection surface defects based on convolutional neural networks and deflectometry
inferred← citeshttps://doi.org/10.1115/1.4041836openalex-snapshot
Robust Hybrid Position-Force Control for Robotic Surface Polishing
inferred← citeshttps://doi.org/10.1117/1.jei.29.4.041007openalex-snapshot
Deflectometric data segmentation for surface inspection: a fully convolutional neural network approach
inferred← citeshttps://doi.org/10.1117/12.2642331openalex-snapshot
The defect detection method for automobile surfaces based on a lighting system with light fields
inferred← citeshttps://doi.org/10.1155/2022/2572523openalex-snapshot
[Retracted] Image Contrast Enhancement Method Based on Nonlinear Space and Space Constraints
inferred← citeshttps://doi.org/10.1177/09544089241262945openalex-snapshot
Detecting and classifying defects on the surface of water heaters: Development of an automated system
inferred← citeshttps://doi.org/10.1364/ao.385486openalex-snapshot
Simulation of a machine vision system for reflective surface defect inspection based on ray tracing
inferred← citeshttps://doi.org/10.14483/23448393.18934openalex-snapshot
Aplicación de Deep Learning para la identificación de defectos superficiales utilizados en control de calidad de manufactura y producción industrial: Una revisión de la literatura
inferred← citeshttps://doi.org/10.18311/jmmf/2025/50116openalex-snapshot
Enhancing Automotive Quality Control through Transformative Approaches Using Modern Defect Detection Techniques: A Review
inferred← citeshttps://doi.org/10.22214/ijraset.2019.5529openalex-snapshot
Evaluation and Visualization of surface Defects on Automotive Body Panels by Root-Cause Methodology
inferred← citeshttps://doi.org/10.22214/ijraset.2020.6120openalex-snapshot
Quality Control in Automobile Manufacturing Industries
inferred← citeshttps://doi.org/10.22541/au.169735587.77641533/v1openalex-snapshot
Ensemble Based Automotive Paint Surface Defect Detection Augmented By Order Statistics Filtering Using Machine Learning
inferred← citeshttps://doi.org/10.25198/2077-7175-2019-8-145openalex-snapshot
ANALYSIS OF PROTECTION METHODS OF PAINT COATING RESTORED AFTER REPAIR OF CAR BODY
inferred← citeshttps://doi.org/10.29042/2018-2568-2572openalex-snapshot
Diagnosing Technique Improvement of Power and Bearing Designs in Vehicle Bodies and Frames
inferred← citeshttps://doi.org/10.2991/ncce-18.2018.78openalex-snapshot
Detection of Glue Spray on Bottom of Vehicle Based on Machine Vision
inferred← citeshttps://doi.org/10.32515/2664-262x.2026.14(45).299-304openalex-snapshot
Вплив трансформації транспортної інфраструктури на екологічну безпеку міського середовища в умовах сталого розвитку
inferred← citeshttps://doi.org/10.3389/aot.2023.1237687openalex-snapshot
Deflectometry for specular surfaces: an overview
inferred← citeshttps://doi.org/10.3390/app10041206openalex-snapshot
Apparatus and Method of Defect Detection for Resin Films
inferred← citeshttps://doi.org/10.3390/automation5030013openalex-snapshot
Real-Time Object Classification on an Enamel Paint Coating Conveyor Line Using Mask R-CNN
inferred← citeshttps://doi.org/10.3390/coatings11111320openalex-snapshot
Assessment of Selected Properties of Varnish Coating of Motor Vehicles
inferred← citeshttps://doi.org/10.3390/coatings12060807openalex-snapshot
A Tool for Removing Metal Inclusions from the Surface of Paint and Varnish Car Coatings
inferred← citeshttps://doi.org/10.3390/info17010071openalex-snapshot
Bridging Virtual and Physical Realms in Industrial Metaverses for Enhanced Process Control
inferred← citeshttps://doi.org/10.3390/met13050861openalex-snapshot
Light Source Modules for Defect Detection on Highly Reflective Metallic Surfaces
inferred← citeshttps://doi.org/10.3390/s19030644openalex-snapshot
An Automatic Surface Defect Inspection System for Automobiles Using Machine Vision Methods
inferred← citeshttps://doi.org/10.3390/s25020527openalex-snapshot
Improving Industrial Quality Control: A Transfer Learning Approach to Surface Defect Detection
inferred← citeshttps://doi.org/10.3390/s25144401openalex-snapshot
Current State of the Art and Potential for Construction and Demolition Waste Processing: A Scoping Review of Sensor-Based Quality Monitoring and Control for In- and Online Implementation in Production Processes
inferred← citeshttps://doi.org/10.48550/arxiv.1906.11904openalex-snapshot
Effective degrees of freedom for surface finish defect detection and classification
inferred← citeshttps://doi.org/10.52458/978-81-95502-00-4-59openalex-snapshot
Smart Quality Management System at the Manufacturing Sector using Deep Learning for Anomaly Detection
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