Automatic colour printing inspection by image processing

被引:18
作者
Luo, J [1 ]
Zhang, Z [1 ]
机构
[1] Univ Exeter, Sch Engn & Comp Sci, Exeter EX4 4QF, Devon, England
关键词
industrial automation; quality control; colour inspection; computer vision; pattern recognition; neural networks; advanced manufacturing systems;
D O I
10.1016/S0924-0136(03)00534-X
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The inspection of colour printing products constitutes a very important quality control (QC) task in the printing industry. Many defects on such products may be inspected by current commercially available vision systems. However, for the inspection of complex colour prints, the capabilities and performance of available systems are limited. The current practice in the printing industry is to inspect complex colour products manually. This process is labour-intensive and the results are not reliable as they vary with the time, mood and personal skills of the inspectors. In this paper, the authors propose an algorithm to automate the colour prints inspection process, which incorporates colour histogram-based techniques for colour image processing and a neural network for image classification. Preliminary results have shown that this algorithm is able to inspect the defects of complex colour prints under varying illumination conditions. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:373 / 378
页数:6
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