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Real-time flatness inspection of rolled products based on optical laser triangulation and three-dimensional surface reconstruction
2010
Journal of Electronic Imaging (JEI)
We present a low-cost flatness inspection system based on optical triangulation by means of a laser stripe emitter and a CMOS matrix camera, designed to be part of an online flatness control system. ...
Flatness measurements carried out over steel strips are evaluated quantitatively and qualitatively. Moreover, the real-time performance of the proposed system is analyzed. ...
Acknowledgments This work was partially supported by European Union funds through the European Coal and Steel Community program under Contract No. ECSC/04/RFS/CR/04016. ...
doi:10.1117/1.3455987
fatcat:kowi2b2um5duzhlem4y3eocx6i
Review of vision-based steel surface inspection systems
2014
EURASIP Journal on Image and Video Processing
The review covers overall aspects of automatic steel surface defect detection and classification systems using vision-based techniques. ...
To ensure stringent requirements of customers, automated vision-based steel surface inspection techniques have been found to be very effective and popular during the last two decades. ...
Availability of research publications on automated vision-based steel surface inspection Availability of the published literature on steel surface inspection mostly consists of research work done at various ...
doi:10.1186/1687-5281-2014-50
fatcat:4gy3nk4xn5gqvkqiq656xgivmq
Integrated imaging and vision techniques for industrial inspection: a special issue on machine vision and applications
2010
Machine Vision and Applications
Imaging-and vision-based techniques play an important role in industrial inspection. ...
The purpose of this special issue is to highlight recent advances and demonstrate the successful applications of integrated imaging and vision technologies in industrial inspection. ...
Acknowledgments The guest editors of this special issue would like to thank all anonymous reviewers for their time and efforts in reviewing the submissions. ...
doi:10.1007/s00138-010-0277-9
fatcat:7zkdkbhfzff6vfkyxyu5qc6mnm
A fast and robust decision support system for in-line quality assessment of resistance seam welds in the steelmaking industry
2012
Computers in industry (Print)
Machine vision systems for weld inspection, which are not affected by electromagnetical noise and can be used in-line, only detect defects on the surface of the weld while internal defects are unnoticed ...
The system was designed for an RSEW process of two galvanizing lines of steel strips and one tin manufacturing line. ...
doi:10.1016/j.compind.2012.01.003
fatcat:wys2snt3tngutfwic6hlslgemm
Research Progress of Automated Visual Surface Defect Detection for Industrial Metal Planar Materials
2020
Sensors
planar material products of steel, aluminum, copper plates and strips. ...
The computer-vision-based surface defect detection of metal planar materials is a research hotspot in the field of metallurgical industry. ...
[146] developed a plane steel surface detection system based on multispectral photometric stereo vision technology. ...
doi:10.3390/s20185136
pmid:32916943
fatcat:qele6iuawnayrkjwywhkhjrmae
X-SDD: A New Benchmark for Hot Rolled Steel Strip Surface Defects Detection
2021
Symmetry
Therefore, further research is needed on how to apply deep learning to the actual detection of defects on the surface of hot rolled steel strip. ...
In this paper, we proposed a hot rolled steel strip defect dataset called Xsteel surface defect dataset (X-SDD) which contains seven typical types of hot rolled strip defects with a total of 1360 defect ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/sym13040706
fatcat:ko5imevqj5clzcmaujs5gtbmlm
Key Technologies of Steel Plate Surface Defect Detection System Based on Artificial Intelligence Machine Vision
2021
Wireless Communications and Mobile Computing
The surface defect detection method based on machine vision has the characteristics of high accuracy, fast processing speed, and intelligent processing, which is the main trend of surface defect detection ...
For a long time, traditional manual inspection methods cannot meet actual production needs, so in-depth research on steel surface defect inspection systems has become the consensus of today's steel companies ...
This paper analyzes the design of the steel strip surface defect detection system based on machine vision. ...
doi:10.1155/2021/5553470
doaj:c32e2d40e5b04e9294e0e1b05df85774
fatcat:vf4nvitj6vh7nf6b22bsagxxxu
Research Progress of Visual Inspection Technology of Steel Products—A Review
2018
Applied Sciences
Therefore, the purpose of this article is to study the latest developments in steel inspection relating to the detected object, system hardware, and system software, existing problems of current inspection ...
At present, visual inspection technology based on image processing has an absolute advantage because of its intuitive nature, convenience, and efficiency. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/app8112195
fatcat:g2cl62arh5bnlg76fesmldhlja
Uneven illumination surface defects inspection based on convolutional neural network
[article]
2023
arXiv
pre-print
Surface defect inspection based on machine vision is often affected by uneven illumination. ...
In order to improve the inspection rate of surface defects inspection under uneven illumination condition, this paper proposes a method for detecting surface image defects based on convolutional neural ...
The surface defect inspection technology based on machine vision has gradually become a research hotspot recently, and there have been many researches and applications [1] [2] [3] . ...
arXiv:1905.06683v3
fatcat:wri7lsyvxjcolcsderz3m43doe
Energy Saving Improvement of Automatic Inspection System for Coated Steel Coils
2017
Innovative Computing Information and Control Express Letters, Part B: Applications
Automatic inspection system is an important tool used in the manufacturing of steel strips. ...
Using high resolution CCD cameras, the system further improves the accuracy of the inspection system up to the resolution of 0.39 mm when inspecting 1600 mm steel strips. ...
In [4] , mechanical vision and magnetic imaging were adopted as the detection system for inspecting surface defects over stainless steel line. ...
doi:10.24507/icicelb.08.01.51
fatcat:ote6sqrqkzb7lfq5sa2ltgzcl4
A comparative study of image processing thresholding algorithms on residual oxide scale detection in stainless steel production lines
2019
Procedia Manufacturing
This is a defect that can remain in the surface of stainless steel coils after an incomplete pickling process in a production line. ...
A system based on conventional area camera with a special lighting was installed and fully integrated in an annealing and pickling line for model testing purposes. ...
., management for supporting this investigation and the Information Systems and Quality Control departments for its help and essential suggestions offered in this research. ...
doi:10.1016/j.promfg.2019.07.049
fatcat:vcvcwkecnrddzlksqsjklydsai
Investigation of Different Algorithms for Surface Defects of Steel Sheet for Quality
2016
International Journal of Computer Applications
In the process of inspection and quality control of steel sheets which is considered as an important issue in the metal industry surface defects of metals is one of the reasons that reduces the quality ...
of products, also the detection of different defects in raw metals with the naked eye is very difficult and given that in recent years, automatic surface inspection system has made remarkable progress ...
Artificial Neural Networks Computational systems and methods are based on machine vision and are modeled of way of biological nervous system and human brain function to process data and information. ...
doi:10.5120/ijca2016911428
fatcat:v54qfeqibzexnhs7nof4xgteay
A Robust Automated Vision Based Filamentous Steel Strip Crack Detection System Based on Neuron Model Segmentation
2020
International journal of recent technology and engineering
Amongst major steel strip crack detection approaches vision based techniques have found potential; Filamentous crack which is caused due to fatigue or strain is fine-grained and thin and hence highly difficult ...
strip surface cracks ...
CONCLUSION In this paper, a highly robust vision based steel strip surface crack detection system has been developed. ...
doi:10.35940/ijrte.f8368.038620
fatcat:3o5x7v4y5jda5pgcdmhacsdlqi
Application of Innovative Methods of Predictive Control in Projects Involving Intelligent Steel Processing Production Systems
2021
Materials
This paper describes the enhancement of the existing predictive system of quality management in the processes of metallurgic manufacturing. Specifically, it addresses steel-strip manufacturing. ...
The two-step evaluation enables a more detailed focus on a particular defect and its position on the strip. ...
[4] resulted in a novel classification model that improved the least-squares support vector machine. It has found its application in detecting defects on the surface of steel plates. ...
doi:10.3390/ma14071641
pmid:33801618
fatcat:2ijiceafzvhmvanrovzk5tsxbq
Continuous Casting and Rolling Technology at MKM Mansfelder Kupfer und Messing GmbH – Optimisation of the Surface Quality for Conti-M® Strip
2016
Materials Science Forum
We will present a process control system and the impact it had in the optimisation of the surface quality. ...
quality of milled strips. ...
Surface Inspection Parsytec is a computerized surface inspection system from ISRA Vision Parsytec (Fig. 3) , which allows surface defect detection and defect classification -such as chips, scale residues ...
doi:10.4028/www.scientific.net/msf.854.255
fatcat:g2zqvzq3urduhbluvtzqctducq
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