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Precise seam tracking in robotic welding by an improved image processing approach

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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/s00170-012-4625-yopenalex-snapshot
Passive vision based seam tracking system for pulse-MAG welding
inferredcites →https://doi.org/10.1007/s00170-013-5034-6openalex-snapshot
Autonomous seam acquisition and tracking system for multi-pass welding based on vision sensor
inferredcites →https://doi.org/10.1007/s00170-013-5442-7openalex-snapshot
Analysis of characteristics of molten pool using cast shadow during high-power disk laser welding
inferredcites →https://doi.org/10.1007/s00170-014-5925-1openalex-snapshot
Real-time image processing for vision-based weld seam tracking in robotic GMAW
inferredcites →https://doi.org/10.1007/s00170-014-6081-3openalex-snapshot
Detection of weld pool width using infrared imaging during high-power fiber laser welding of type 304 austenitic stainless steel
inferredcites →https://doi.org/10.1007/s00170-016-9788-5openalex-snapshot
A novel dual-channel weld seam tracking system for aircraft T-joint welds
inferredcites →https://doi.org/10.1007/s00170-019-04029-xopenalex-snapshot
A robust weld seam detection method based on particle filter for laser welding by using a passive vision sensor
inferredcites →https://doi.org/10.1007/s00170-020-05524-2openalex-snapshot
Advances techniques of the structured light sensing in intelligent welding robots: a review
inferredcites →https://doi.org/10.1007/s00170-020-06246-1openalex-snapshot
Autonomous seam recognition and feature extraction for multi-pass welding based on laser stripe edge guidance network
inferredcites →https://doi.org/10.1007/s10846-012-9672-yopenalex-snapshot
Research on the Real-time Tracking Information of Three-dimension Welding Seam in Robotic GTAW Process Based on Composite Sensor Technology
inferredcites →https://doi.org/10.1007/s40436-020-00325-yopenalex-snapshot
Robust identification of weld seam based on region of interest operation
inferredcites →https://doi.org/10.1016/0022-460x(82)90337-6openalex-snapshot
Annals of occupational hygiene
inferredcites →https://doi.org/10.1016/j.jmapro.2019.10.016openalex-snapshot
Virtual reality human-robot collaborative welding: A case study of weaving gas tungsten arc welding
inferredcites →https://doi.org/10.1016/j.jmatprotec.2012.03.007openalex-snapshot
Real-time seam tracking control technology during welding robot GTAW process based on passive vision sensor
inferredcites →https://doi.org/10.1016/j.jmatprotec.2013.01.012openalex-snapshot
Real-time defect detection in pulsed GTAW of Al alloys through on-line spectroscopy
inferredcites →https://doi.org/10.1016/j.jmatprotec.2017.04.025openalex-snapshot
Welding seam tracking in robotic gas metal arc welding
inferredcites →https://doi.org/10.1016/j.optlaseng.2018.01.008openalex-snapshot
Laser vision seam tracking system based on image processing and continuous convolution operator tracker
inferredcites →https://doi.org/10.1016/j.optlastec.2014.01.003openalex-snapshot
A novel laser vision sensor for weld line detection on wall-climbing robot
inferredcites →https://doi.org/10.1016/j.optlastec.2017.09.037openalex-snapshot
A novel weld seam detection method for space weld seam of narrow butt joint in laser welding
inferredcites →https://doi.org/10.1016/j.optlastec.2018.01.010openalex-snapshot
Real-time seam tracking control system based on line laser visions
inferredcites →https://doi.org/10.1016/j.rcim.2014.09.002openalex-snapshot
Computer vision technology for seam tracking in robotic GTAW and GMAW
inferredcites →https://doi.org/10.1016/j.rcim.2015.04.005openalex-snapshot
Weld seam profile detection and feature point extraction for multi-pass route planning based on visual attention model
inferredcites →https://doi.org/10.1016/j.rcim.2018.08.003openalex-snapshot
Advances in weld seam tracking techniques for robotic welding: A review
inferredcites →https://doi.org/10.1016/j.rcim.2019.101821openalex-snapshot
A robust weld seam recognition method under heavy noise based on structured-light vision
inferredcites →https://doi.org/10.1016/j.sna.2019.111533openalex-snapshot
An adaptive feature extraction algorithm for multiple typical seam tracking based on vision sensor in robotic arc welding
inferredcites →https://doi.org/10.1016/s0003-4878(96)00023-3openalex-snapshot
The effects of welding parameters on ultra-violet light emissions, ozone and Cr formation in MIG welding
inferredcites →https://doi.org/10.1016/s0030-3992(99)00021-3openalex-snapshot
A detailed analysis of the MIG spectrum for the development of laser-based seam tracking sensors
inferredcites →https://doi.org/10.1023/a:1022652706683openalex-snapshot
Robotic Welding Systems with Vision-Sensing and Self-learning Neuron Control of Arc Welding Dynamic Process
inferredcites →https://doi.org/10.1093/annhyg/41.1.95openalex-snapshot
THE EFFECTS OF WELDING PARAMETERS ON ULTRAVIOLET LIGHT EMISSIONS, OZONE AND CrVI FORMATION IN MIG WELDING
inferredcites →https://doi.org/10.1108/01439911111154072openalex-snapshot
Three‐dimensional weld seam tracking for robotic welding by composite sensing technology
inferredcites →https://doi.org/10.1108/02602281311299662openalex-snapshot
A robust algorithm for weld seam extraction based on prior knowledge of weld seam
inferredcites →https://doi.org/10.1108/02602281311299680openalex-snapshot
Audio sensing and modeling of arc dynamic characteristic during pulsed Al alloy GTAW process
inferredcites →https://doi.org/10.1108/ir-03-2014-0315openalex-snapshot
Modeling of underwater wet welding process based on visual and arc sensor
inferredcites →https://doi.org/10.1109/tmech.2010.2045766openalex-snapshot
A Vision-Based Self-Tuning Fuzzy Controller for Fillet Weld Seam Tracking
inferredcites →https://doi.org/10.2351/1.5060477openalex-snapshot
Sensor integration for robotic laser welding processes
inferredcites →https://doi.org/10.3390/s19051144openalex-snapshot
A Vision Based Detection Method for Narrow Butt Joints and a Robotic Seam Tracking System

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.4159894openalex-extracted
inferred← citeshttps://doi.org/10.1007/978-981-99-9243-0_51openalex-snapshot
Image Processing Method Based on MATLAB in the Application of Belt Tracking with Industrial Robot
inferred← citeshttps://doi.org/10.1007/s00170-022-10507-6openalex-snapshot
A V-shaped weld seam measuring system for large workpieces based on image recognition
inferred← citeshttps://doi.org/10.1007/s00170-024-13942-9openalex-snapshot
A vibration-resistant detection method of weld position and gap for seam tracking of Z-weave GMAW
inferred← citeshttps://doi.org/10.1007/s00170-024-14396-9openalex-snapshot
A review on optimization of autonomous welding parameters for robotics applications
inferred← citeshttps://doi.org/10.1007/s00170-025-15846-8openalex-snapshot
Automated complex path extraction and optimization based on scalable vector graphics and genetic algorithm for industrial robot applications
inferred← citeshttps://doi.org/10.1007/s00170-025-16745-8openalex-snapshot
Advancements in sensor technologies and AI-based automation for intelligent welding systems: a comprehensive review
inferred← citeshttps://doi.org/10.1007/s10846-024-02104-4openalex-snapshot
Robotics in the Construction Sector: Trends, Advances, and Challenges
inferred← citeshttps://doi.org/10.1007/s40194-026-02614-9openalex-snapshot
Multi-modal fusion for welding process monitoring: a survey
inferred← citeshttps://doi.org/10.1007/s42243-026-01819-yopenalex-snapshot
Advances in indirect arc welding: high-efficiency and low-heat input
inferred← citeshttps://doi.org/10.1016/j.asej.2024.103109openalex-snapshot
Enhancing weld quality of novel robotic-arm arc welding: Vision-based monitoring, real-time control seam tracking
inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105391openalex-snapshot
Exploring three pillars of construction robotics via dual-track quantitative analysis
inferred← citeshttps://doi.org/10.1016/j.cwe.2026.100045openalex-snapshot
Advancements in Intelligent Robotic Arc Welding: A Comprehensive Review of AI and Sensor Integration
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.116290openalex-snapshot
LWSNet: A lightweight network for automated welding point cloud segmentation
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.117550openalex-snapshot
Robotic welding method based on semi-supervised segmentation networks
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.118663openalex-snapshot
Robotic grinding technology of multi-scale complex components based on 3D point clouds: a review
inferred← citeshttps://doi.org/10.1016/j.optlaseng.2022.107255openalex-snapshot
A novel hierarchical iterative hypothesis strategy for intrinsic parameters calibration of laser structured-light weld vision sensor
inferred← citeshttps://doi.org/10.1016/j.rcim.2022.102490openalex-snapshot
Automatic weld type classification, tacked spot recognition and weld ROI determination for robotic welding based on modified YOLOv5
inferred← citeshttps://doi.org/10.1088/2631-8695/ae05f1openalex-snapshot
Real-time weld seam deviation detection for TIG welding based on passive vision sensing
inferred← citeshttps://doi.org/10.1108/ir-05-2022-0127openalex-snapshot
A hierarchical visual model for robot automatic arc welding guidance
inferred← citeshttps://doi.org/10.1109/ccdc69976.2026.11560275openalex-snapshot
Research on Weld Seam Extraction Based on Multi-Dimensional Information Fusion
inferred← citeshttps://doi.org/10.1109/eiecc60864.2023.10456715openalex-snapshot
Automatic Extraction Method of Machining Trajectories Based on Point Cloud Registration
inferred← citeshttps://doi.org/10.1109/iciea65512.2025.11148860openalex-snapshot
Research on Point Cloud Segmentation and Weld Seam Extraction based on Adaptive RANSAC Algorithm
inferred← citeshttps://doi.org/10.1109/icstcc55426.2022.9931784openalex-snapshot
Deep Learning based Parts Classification in a Cognitive Robotic Cell System
inferred← citeshttps://doi.org/10.1109/m2vip49856.2021.9665075openalex-snapshot
A method of seam recognization based on simulated laser stripe and ICP
inferred← citeshttps://doi.org/10.1109/tim.2024.3485460openalex-snapshot
The Active Visual Sensing Methods for Robotic Welding: Review, Tutorial, and Prospect
inferred← citeshttps://doi.org/10.1177/17298806221109706openalex-snapshot
Error allocation model and coordination control for stringer–skin T-shape structure welding robot with multiple manipulators
inferred← citeshttps://doi.org/10.18494/sam3638openalex-snapshot
Machine-vision-based Spindle Positioning System of Grinding-wheel-saw Automatic Replacement System
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3321114/v1openalex-snapshot
Microscopic Mechanism and Evolution Model of Cracks Development in Expansive Soil under Rainfall-Evaporation Cycle
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3853844/v1openalex-snapshot
A vibration-resistant detection method of position and gap for seam tracking of Z-weave GMAW
inferred← citeshttps://doi.org/10.31127/tuje.1004169openalex-snapshot
Image processing-based realization of servo motor control on a Cartesian Robot with Rexroth PLC
inferred← citeshttps://doi.org/10.32604/cmc.2023.047057openalex-snapshot
DGConv: A Novel Convolutional Neural Network Approach for Weld Seam Depth Image Detection
inferred← citeshttps://doi.org/10.3390/machines12080556openalex-snapshot
Novel Workstation Module and Method for Automatic Blanking of Surgical Forceps
inferred← citeshttps://doi.org/10.3390/machines13110992openalex-snapshot
Intelligent Recognition of Weld Seams on Heat Exchanger Plates and Generation of Welding Trajectories
inferred← citeshttps://doi.org/10.3390/pr13041005openalex-snapshot
Real-Time Classification of Chicken Parts in the Packaging Process Using Object Detection Models Based on Deep Learning
inferred← citeshttps://doi.org/10.3390/s22218546openalex-snapshot
Research on Trajectory Recognition and Control Technology of Real-Time Tracking Welding
inferred← citeshttps://doi.org/10.3390/s23177502openalex-snapshot
Non-Standard Map Robot Path Planning Approach Based on Ant Colony Algorithms
inferred← citeshttps://doi.org/10.3390/s24144690openalex-snapshot
Welding Seam Tracking and Inspection Robot Based on Improved YOLOv8s-Seg Model
inferred← citeshttps://doi.org/10.3390/s25113268openalex-snapshot
Real-Time Seam Extraction Using Laser Vision Sensing: Hybrid Approach with Dynamic ROI and Optimized RANSAC
inferred← citeshttps://doi.org/10.3390/s26154841openalex-snapshot
Stereo Vision-Based Human–Robot Interaction for Weld Seam Detection in Robotic Welding
inferred← citeshttps://doi.org/10.3390/s26175336openalex-snapshot
Adaptive Visual Sensing Deviation Detection and Real-Time Tracking Control of Swing-Arc Narrow-Gap Weld Based on Variation Coefficient Recognition
inferred← citeshttps://doi.org/10.3390/su16177617openalex-snapshot
Microscopic Mechanisms and Evolution Models of Crack Development in an Expansive Soil under Conditions of Rainfall Evaporation Cycles
inferred← citeshttps://doi.org/10.3390/sym15051093openalex-snapshot
A Novel 3D Complex Welding Seam Tracking Method in Symmetrical Robotic MAG Welding Process Using a Laser Vision Sensing
inferred← citeshttps://doi.org/10.3390/sym17040611openalex-snapshot
A Two-Stage Welding Control System Combining Rule-Based and Data-Driven Vision
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