Computer vision for automated quality inspection of colour printing products

被引:0
|
作者
Luo, J [1 ]
Zhang, Z [1 ]
Ismail, H [1 ]
机构
[1] Univ Liverpool, Liverpool L69 3GH, Merseyside, England
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quality inspection of colour printing products constitutes a very important QC task in printing industry. The current practice in industry is to inspect complex colour products manually. This process is labour-intensive and the results are not reliable. The types and causes of defects on colour prints are discussed in this paper. We present a novel algorithm to automate the printing inspection process, which incorporates colour histogram-based techniques for colour image processing and a neural network for image classification. The experimental results show that this algorithm is able to detect both registration and purity defects under varying illumination conditions.
引用
收藏
页码:287 / 292
页数:6
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