流水线瓶装饮料错漏灌检测
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流水线瓶装饮料错漏灌检测(论文9000字)
摘要：本设计模拟了一套建立在数字图像处理技术与MATLAB仿真软件上的流水线错漏灌检测系统，系统利用OS Generic Video Interface进行图像采集，对采集后的图像进行中值滤波、腐蚀膨胀的处理，利用连通区域面积的计算进行产品的比较与识别，通过用户交互界面进行人为监控。通过一系列实验证明，该系统只需要数毫秒就可以在绝大多数环境下识别出问题饮品，在很高亮度下的识别误差数值也只占饮品本身容量千分之四左右。
关键词：流水线；错漏灌检测；数字图像处理；MATLAB
The recognization of procedural problem in pipeline canning technology in the beverage production
Abstract：In this article,there is a method described in detail which uses digital image processing technology and MATLAB simulation software to recognize procedural problem products without direct contact and influencing product quality.Due to wide application of pipeline canning technology in the beverage production process nowadays,it’s hard to avoid mistakes in the capacity of some drinks after the process.These trouble can be caused by that the drink don't fill in the bottle or too much irrigation.What’s more,bottle expanding followed with the damage of quality.The faulty beverage cannot carry on sales,so it’s necessary to use a detecting method without direct contact and influencing product quality.
Key words：Assembly line;digital image processing;MATLAB
目录
1绪论……………………………………………………………………4
1.1研究课题的目的与意义…………………………………………………………………4
1.2国内外研究现状…………………………………………………………………………4
1.3课题内容安排……………………………………………………………………………5
2数字图像处理技术简介………………………………………………5
2.1数字图像处理技术的起源………………………………………………………………5
2.2 数字图像处理技术的含义………………………………………………………………5
3 MATLAB仿真软件简介…………………………………………………6
3.1 MATLAB的含义…………………………………………………………………………6
3.2 MATLAB的特点及应用领域……………………………………………………………6
4 图像采集模块…………………………………………………………7
4.1图像采集功能……………………………………………………………………………7
4.2用户交互界面……………………………………………………………………………7
5 图像处理模块…………………………………………………………8
5.1图像的灰度处理…………………………………………………………………………8
5.2图像的裁剪………………………………………………………………………………9
5.3 图像的消噪……………………………………………………………………………10
5.4 图像的膨胀与腐蚀……………………………………………………………………10
6 不规范产品的检测识别……………………………………………11
6.1连通区域的识别………………………………………………………………………11
6.2连通区域的面积计算…………………………………………………………………11
6.3 定时循环………………………………………………………………………………11
7 实际操作……………………………………………………………11
7.1 饮品不同容量实验结果的差别………………………………………………………11
7.2 环境亮度对实验结果的影响…………………………………………………………13
8 总结…………………………………………………………………15
参考文献………………………………………………………………15
致谢……………………………………………………………………16