期刊
TEXTILE RESEARCH JOURNAL
卷 76, 期 4, 页码 295-300出版社
SAGE PUBLICATIONS LTD
DOI: 10.1177/0040517506053906
关键词
knit fabrics; fabric defects; neural networks; image processing; fast fourier transform
A new method for knitted fabric defect detection and classification using image analysis and neural networks is presented. Images of six different induced defects were obtained and used in the analysis. Statistical procedures and Fourier Transforms were utilized as two different approaches in the feature extraction effort and neural networks were used to detect and classify the defects. The results showed success in detection and classification of most defects especially when the Fourier transforms technique was utilized.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据