用于香烟包装质量检测的图像匹配算法研究

在香烟包装过程中会出现不合格现象,通过对缺陷的分析,设计了一种用于香烟包装质量检测的改进快速图像匹配算法。文中通过优化相关系数的计算、引入自适应遗传算法、对感兴趣区域匹配检测来提高算法性能,并将算法在MATLAB中编程实现。仿真实验结果表明该图像匹配算法计算速度快、检测精度高,满足香烟包装质量检测的需要。

In the process of cigarette case package,disqualification will be produced.In this paper,an improved algorithm of fast image matching used in the cigarette case quality detection is designed on the basis of image defects analysis.In order to enhance the algorithm performance,the paper optimized the computation of correlation coefficient and introduced the adaptive genetic algorithm,and besides,adopted image matching detection on the regions of interest.The algorithm is implemented on MATLAB,simulation resul...