Intelligent computer vision system for analysis and characterization of yarn quality
The quality of yarn is essential in the control of the fabrics processes. There is some
commercial equipment that measures the quality of yarn based on sensors, of different …
commercial equipment that measures the quality of yarn based on sensors, of different …
A Novel Deep Learning Approach for Yarn Hairiness Characterization Using an Improved YOLOv5 Algorithm.
In textile manufacturing, ensuring high-quality yarn is crucial, as it directly influences the
overall quality of the end product. However, imperfections like protruding and loop fibers …
overall quality of the end product. However, imperfections like protruding and loop fibers …
A review in the use of artificial intelligence in textile industry
This paper presents an analysis of the state of the art of artificial intelligence applications in
the textile industry. A review of the existing literature was performed. This article presents …
the textile industry. A review of the existing literature was performed. This article presents …
Development of a low cost yarn parameterisation unit by image processing
This paper deals with the development of a computerised system to measure different yarn
parameters ie diameter, diameter variation, number of thick/thin places and neps, hairiness …
parameters ie diameter, diameter variation, number of thick/thin places and neps, hairiness …
Yarn diameter measurements using coherent optical signal processing
A method to measure variations in yarn diameter using coherent optical signal processing
based on a single photodiode plus additional electronics is described. The approach …
based on a single photodiode plus additional electronics is described. The approach …
Computer vision techniques for detecting yarn defects
In textile industry, the quality of the final product is directly related to the quality of the yarn;
therefore, it is essential to make an accurate assessment of the characteristics of the yarns …
therefore, it is essential to make an accurate assessment of the characteristics of the yarns …
Automatic yarn characterization system: design of a prototype
This paper presents Yarn System Quality (YSQ), an innovative, low-cost, portable and high-
precision yarn evaluation tester, for quality control of yarn characteristics under laboratory …
precision yarn evaluation tester, for quality control of yarn characteristics under laboratory …
3D Measurement of Yarn Unevenness Based on A Low-Cost Multi-Camera Collaborative System and Signal Analysis
Z Li, C Fu, W Huang, H Cao, Z Chen… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
The quality of the yarn directly determines the performance of the fabric. Existing methods
lack 3-D rapid evaluation of yarn quality. To overcome the above problem, this article …
lack 3-D rapid evaluation of yarn quality. To overcome the above problem, this article …
Yarn diameter and linear mass correlation
This paper focuses on the determination of the statistical correlation between yarn diameter
and yarn linear mass. The experimental methods employed are based on optical analysis …
and yarn linear mass. The experimental methods employed are based on optical analysis …
A computer-vision-based nondestructive hairiness measurement system on yarn cone transportation line
Z Qiu, J Wang, W Gao - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Current methods for yarn hairiness evaluation generally adopt off-line destructive sampling,
with unwinding the yarn from the package. In this article, we introduce a hairiness …
with unwinding the yarn from the package. In this article, we introduce a hairiness …