High Speed online Detection of Fabric Density Based on Multi-resolution Wavelet Basis

Ya’nan Zhao, Liming Wu, Qi Chen

2018

Abstract

The textile industry is a pillar industry in China. Domestic demand and foreign exports are huge. With the improvement of living standards, the public demanded that textiles be both aesthetical and comfortable. New indexes should be added to the processing of fabrics, which increase the difficulty to detect. Density detection is an important part of fabric quality inspection. However, the current detection methods still rely heavily on labour, with high error and low detection efficiency. Wavelet basis combines machine vision are introduced to achieve high speed automatic detection. Firstly, the images are preprocessed, and several wavelet basis reconstruction effects are compared. The wavelet transform is used to extract the feature information in both latitude and longitude directions, and binarization and smoothing processing are performed for better calculation of density information. Finally, the density of fabric is obtained. The results show that the method can detect the density of the fabric quickly, and the speed and efficiency are high.

Paper Citation

in Harvard Style

Zhao Y., Wu L. and Chen Q. (2018). High Speed online Detection of Fabric Density Based on Multi-resolution Wavelet Basis.In Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM, ISBN 978-989-758-345-2, pages 365-369. DOI: 10.5220/0007531903650369

in Bibtex Style

@conference{icimm18,
author={Ya’nan Zhao and Liming Wu and Qi Chen},
title={High Speed online Detection of Fabric Density Based on Multi-resolution Wavelet Basis},
booktitle={Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,},
year={2018},
pages={365-369},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007531903650369},
isbn={978-989-758-345-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,
TI - High Speed online Detection of Fabric Density Based on Multi-resolution Wavelet Basis
SN - 978-989-758-345-2
AU - Zhao Y.
AU - Wu L.
AU - Chen Q.
PY - 2018
SP - 365
EP - 369
DO - 10.5220/0007531903650369