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High performance computing algorithms for textile quality control

C Anagnostopoulos, I Anagnostopoulos, D Vergados, G Kouzas, E Kayafas, V Loumos, G Stassinopoulos
2002 Mathematics and Computers in Simulation  
Textile manufacturers have to monitor the quality of their products in order to maintain the high quality standards established for the textile industry.  ...  Thus, their presence in the high technology area of high performance computing (HPC) based inspection is of strategic interest.  ...  High performance computing (HPC) technology can render feasible advanced quality solutions, thus providing an important competitive advantage.  ... 
doi:10.1016/s0378-4754(02)00031-9 fatcat:y2o2xmz7xban7kefuvfyefzz64

On-line Fabric-Defects Detection Based on Wavelet Analysis [chapter]

Sungshin Kim, Hyeon Bae, Seong-Pyo Cheon, Kwang-Baek Kim
2005 Lecture Notes in Computer Science  
An unsupervised algorithm can be developed for the selection of the filter that performs large outputs in the case of defect texture and small output for defect-free.  ...  Besides the high processing speed, computer vision systems can offer robust detection and large flexibility.  ... 
doi:10.1007/11424925_112 fatcat:rcmw5cmy35e3fgd4ywlxypyxwq

Classification of Textile Polymer Composites: Recent Trends and Challenges

Nesrine Amor, Muhammad Tayyab Noman, Michal Petru
2021 Polymers  
Almost all textile-based products are associated with quality, price and consumer's satisfaction.  ...  This paper focuses on the classification of various problems in textile processes and fibre reinforced polymer composites by artificial neural networks, genetic algorithm and fuzzy logic.  ...  The texture and pattern of textiles are considered as essential factors to design and produce high-quality fabrics.  ... 
doi:10.3390/polym13162592 pmid:34451132 pmcid:PMC8398028 fatcat:5hnoal6zprfk5iwljrctggyn6y

Development of a LAN System for Textile Computer Integrated Manufacturing (Tekstilde Bilgisayar Destekli Üretim İçin Yerel Ağ Sisteminin Geliştirilmesi

2003 Uludağ University Journal of The Faculty of Engineering  
This paper outlines the construction of a LAN (Local Area Network) computer system, which is the base of a knowledge-based monitoring and management system, for a textile factory having the departments  ...  The network software has a scaleable, 32-bit high-performance Client/Server structure running under Windows NT and Windows 95.  ...  The main server will have data mainly for the product management, quality control, machine control and textile management operations.  ... 
doi:10.17482/uujfe.33274 doaj:b6f41485f59f418fac8c8674943ee600 fatcat:xdno4exoffhjfeguiyablyyzce

A real-time maximum-likelihood heart-rate estimator for wearable textile sensors

Mu-Huo Cheng, Li-Chung Chen, Ying-Che Hung, Chang Ming Yang
2008 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society  
This paper presents a real-time maximumlikelihood heart-rate estimator for ECG data measured via wearable textile sensors.  ...  A parameter derived from the byproduct of maximum likelihood estimation is also proposed as an indicator for signal quality.  ...  THE WEARABLE SENSOR SYSTEM The wearable sensor system in a shirt shown in Fig. 1 consists of one textile clothing knitted with vital sensors and a small control box used for signal integration, receiving  ... 
doi:10.1109/iembs.2008.4649138 pmid:19162641 fatcat:oe7zrtgubzdw7hnnmshcpqzbza

Low Cost Computer Vision based Shape Detection in Textile Industries with Robotic Arm

2019 International Journal of Engineering and Advanced Technology  
This paper presents low cost automation system for textile industries where colour and shape are detected along with pick and place robotic arm.  ...  The PI cam is used for capturing the image of the textiles being moved on a conveyor belt. The system is programmed using open CV platform.  ...  Currently PLC based automation systems are being employed in the textile industries for such processes which require high installation and maintenance costs.  ... 
doi:10.35940/ijeat.a2963.109119 fatcat:t3yrdk23offglcm3gccbbfnige

Online Fabric Defect Inspection Using Smart Visual Sensors

Yundong Li, Jingxuan Ai, Changqing Sun
2013 Sensors  
Fabric defect inspection is necessary and essential for quality control in the textile industry.  ...  Fourth, a defect detection algorithm is optimized to meet real-time demands. The proposed scheme has been running for six months on a warp knitting machine in a textile factory.  ...  Introduction Defect inspection is a quality control process that identifies and locates deficiencies in the fabric manufactured in the textile industry.  ... 
doi:10.3390/s130404659 pmid:23571669 pmcid:PMC3673105 fatcat:2u5ucxi3ybc6hduewzuptflstq

Artificial neural networks for automated quality control of textile seams

Claus Bahlmann, Gunther Heidemann, Helge Ritter
1999 Pattern Recognition  
We present a method for an automated quality control of textile seams, which is aimed to establish a standardized quality measure and to lower costs in manufacturing.  ...  The system consists of a suitable image acquisition setup, an algorithm for locating the seam, a feature extraction stage and a neural network of the self-organizing map type for feature classification  ...  Seam control by textile experts Applications of quality control Presently, seam quality control is performed visually by human experts. Two main purposes of quality control can be distinguished: 1.  ... 
doi:10.1016/s0031-3203(98)00128-9 fatcat:qywhltbhkrhxjmsbl24uyszu3i

Cloud-Based Analytics Module for Predictive Maintenance of the Textile Manufacturing Process

Ray-I Chang, Chia-Yun Lee, Yu-Hsin Hung
2021 Applied Sciences  
Machine learning algorithms were employed to analyze preprocessed data and provide predictive suggestions for production quality management.  ...  This study provides a basis for improving production quality by predicting optimized equipment settings in manufacturing processes in the textile industry.  ...  Controlling the warping equipment tension and speed is important for textile quality.  ... 
doi:10.3390/app11219945 fatcat:uxpuvxwq3bfbjha3jacag2xd2i

Fabric Defect Detection in Textile Manufacturing: A Survey of the State of the Art

Chao Li, Jun Li, Yafei Li, Lingmin He, Xiaokang Fu, Jingjing Chen, Xiaokang Zhou
2021 Security and Communication Networks  
Automated quality guarantee of textile fabric materials is one of the most important and demanding computer vision tasks in textile smart manufacturing.  ...  Defects in the textile manufacturing process lead to a great waste of resources and further affect the quality of textile products.  ...  First of all, the actual textile production line requires high real-time performance of the algorithm, which is the demand of high execution efficiency.  ... 
doi:10.1155/2021/9948808 fatcat:l2bt7y7mlnhq3iololodyhg5j4

Fabric Defect Detection using Image Processing CNN

Mrs A. Preethi
2019 International Journal for Research in Applied Science and Engineering Technology  
This methodology results in production of high quality products with less time.  ...  This traditional inspection for fabric defects is insufficient and costly. To improve the performance, automated fabric defect detection plays a vital role.  ...  INTRODUCTION In textile industry Fabric defect detection is an important part of quality control. The study reveals around 85% of the defects are due to the fabric.  ... 
doi:10.22214/ijraset.2019.4572 fatcat:7lte4wos7zhl7m4sx6gmd6gsuq

Defect Detection in Fabric using Wavelet Transform and Genetic Algorithm

Depavath Harinath, K. Ramesh Babu, P. Satyanarayana, M.V. Ramana Murthy
2015 Transactions on Machine Learning and Artificial Intelligence  
For finding defects a suitable subset of Genetic Algorithm is used in this process.  ...  In this paper a new scheme is proposed for fabric defect detection in textile industry. For this purpose, all coefficients were extracted from perfect fabric.  ...  Introduction In textile industry, quality control is very important as it directly affects the final product of the industry.  ... 
doi:10.14738/tmlai.36.1551 fatcat:zezrnauxa5byhd5uy6o2thmsva

A system for real-time fabric inspection and industrial decision

Aura Conci, Claudia Belmiro Proença
2002 Proceedings of the 14th international conference on Software engineering and knowledge engineering - SEKE '02  
Such as wood, paper and steel industries, this environment has particular characteristics in which surface defect detection is used for quality control.  ...  An inspection system has been developed for textile industries that aims automatic failure detection.  ...  Generally, commercial software available in the area of quality refers to: (1) statistical process control, (2) statistical quality control, (3) in-process inspection control, or (4) computer-aided simple  ... 
doi:10.1145/568760.568882 dblp:conf/seke/ConciP02 fatcat:5tihlxqvv5emrpgfyegchvcvp4

FabricVision: System of Error Detection in the Manufacture of Garments

Jaime Moreno, Arturo Aguila, Eduardo Partida, Oswaldo Morales, Ricardo Tejeida
2017 International Journal of Advanced Computer Science and Applications  
For this reason, the objective of this project is to design a quality control system using computer vision to identify errors in the cutting stage within the garment manufacturing process to increase the  ...  In the textile industry as in many others, quality control is required in manufactured products and this has been carried out manually by means of visual inspection by employees over the years.  ...  Technology applied to quality was necessary, so computer vision systems became important in quality control posts for the most delicate processes.  ... 
doi:10.14569/ijacsa.2017.081133 fatcat:6zwdx6c4xvh7bhl6ln37khru34

Defect Detection and Identification in Textile Fabric by SVM Method

Halimi Abdellah
2014 IOSR Journal of Engineering  
For these reasons, an algorithm has been proposed for the defect identification and classification.  ...  In this paper we use a support vector machine (SVM) for defects identification in textile.  ...  INTRODUCTION The Automated visual inspection of industrial goods for quality control plays an ever-increasing role in the production process as the global market pressures put higher and higher demand  ... 
doi:10.9790/3021-041246977 fatcat:grdwzyusznacrf6kihacdx5dnu
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