[1]黄志平①③,许亮②③.基于机器视觉的工业炸药包装缺陷在线检测系统[J].爆破器材,2015,44(03):43-47.[doi:10.3969/j.issn.1001-8352.2015.03.010]
　HUANG Zhiping,XU Liang.An On-line Packing Inspection System of Industrial Explosives Based on Machine Vision[J].EXPLOSIVE MATERIALS,2015,44(03):43-47.[doi:10.3969/j.issn.1001-8352.2015.03.010]
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基于机器视觉的工业炸药包装缺陷在线检测系统()
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《爆破器材》[ISSN:1001-8352/CN:32-1163/TJ]

卷:
44
期数:
2015年03
页码:
43-47
栏目:
爆炸材料
出版日期:
2015-06-20

文章信息/Info

Title:
An On-line Packing Inspection System of Industrial Explosives Based on Machine Vision
文章编号:
4835
作者:
黄志平①③; 许亮②③
①广东省四○一厂（广东梅州，514795）
②广东工业大学自动化学院（广东广州，510006）
③广东振声科技股份有限公司（广东梅州，514795）
Author(s):
HUANG Zhiping①③;  XU Liang②③
①Guangdong 401 Factory （Guangdong Meizhou, 514795）
②School of Automation, Guangdong University of Technology （Guangdong Guangzhou, 510006）
③Guangdong Zhengsheng Science and Technology Co., Ltd. (Guangdong Meizhou, 514795)
关键词:
工业炸药; 包装缺陷; 机器视觉; 在线检测
Keywords:
industrial explosives;  packing defect;  machine vision;  on-line inspection
分类号:
TP273；TD235.2+1
DOI:
10.3969/j.issn.1001-8352.2015.03.010
文献标志码:
A
摘要:
针对炸药药卷包装缺陷，开发了药卷包装缺陷在线视觉检测系统。对系统结构、视觉成像系统进行了描述，并详细介绍了检测方法。采用该方法对获取的药卷图像预处理，并计算药卷轮廓特征，将得到的药卷特征参数与预先建立的药卷标准模板进行对比。试验和应用表明，该方法对3类常见包装缺陷检测准确率不低于96%，所开发的系统可以快速、准确地检测药卷缺陷，能满足实际炸药包装生产过程在线检测的需要。
Abstract:
An on-line inspecting system for packing defection of explosives was developed. The system structure, the vision system, and the inspecting method were presented. The acquired images of explosive cartridges were preprocessed using the proposed method, and the outline features were extracted from these images. Furthermore, the feature parameters obtained were compared to the template base predefined. The experiments and applications have show that the proposed approach can detect the common three packing defects and the inspecting accuracy reaches no less than 96%. The system can quickly and accurately detect the flaws and satisfy the requirements on the real production line. 

参考文献/References:

［1］杨民刚, 刘茂后.工业炸药全自动包装系统研究与应用［J］.爆破器材，2008，37(2)：35-38.
Yang Mingang, Liu Maohou. Study and application of the automatic package system of industrial explosive ［J］.Explosive Materials, 2008,37(2):35-38.
［2］Jiménez A R, Cerse R，Pons J L. A vision system based on a laser rangefinder applied to robotic fruit harvesting［J］. Machine Vision and Applications, 2000,11(6):321-329.
［3］Magee M, Seida S. An industrial model based computer vision system ［J］. Journal of Manufacturing Systems, 1995, 14(3):169-186.
［4］Hunsicker R J,Patten J,Ledford A,et al. Automatic vision inspection and measurement system for external screw threads ［J］. Journal of Manufacturing Systems, 1994, 13(5):370-384.
［5］Razmjooy N, Mousavi B S, Soleymani F. A realtime mathematical computer method for potato inspection using machine vision ［J］.Computers and Mathematics with Applications, 2012,63(1): 268-279.
［6］Tellaeche A. A computer vision approach for weeds identification through support vector machines ［J］. Applied Soft Computing, 2011,11(1): 908-915.
［7］徐海波,何小敏, 刁建彬,等. 工业炸药药卷传输姿态在线检测方法［J］. 爆破器材, 2012, 41(6)：19-22,26.
Xu Haibo, He Xiaomin, Diao Jianbin,et al. Online inspection method for the transmission profile of industrial explosive cartridges［J］.Explosive Materials, 2012, 41(6): 19-22,26.
［8］何传龙,何小敏,许亮,等. 药卷传输姿态快速识别与诊断方法研究［J］. 计算机测量与控制, 2012, 20(2)：307-310.
?He Chuanlong, He Xiaomin, Xu Liang, et al. Research on a method of fast identification and diagnosis for the transmission attitude of explosive roll［J］.Computer Measurement and Control, 2012,20(2):307-310.
［9］常新岩，谢永言，郑永芬.工业炸药自动包装线的安全性探讨［J］. 爆破器材，2009,38（1）：8-10.
?Chang Xinyan,Xie Yongyan,Zheng Yongfen.Discussion on safety of industrial explosive automatic packing line［J］. Explosive Materials, 2009,38（1）：8-10.
［10］刘斌，吴盛金，邹仕放.基于机器视觉的塑胶制品表面缺陷自动检测技术［J］. 塑料工业，2009,37（12）：5-9，15.
Liu Bin, Wu Shengjin, Zou Shifang.Automatic detection technology of surface defects on plastic products based on machine vision［J］.China Plastics Industry，2009,37（12）：5-9，15.
［11］李俊. 机器视觉照明光源关键技术研究［D］.天津：天津理工大学, 2007. 
?Li Jun. Study on the key technology of light source in machine vision ［D］. Tianjin：Tianjin University of Technology, 2007. 
［12］Gonzalez R C,Woods R E.数字图像处理［M］. 阮秋琦, 阮宇智，等译. 北京：电子工业出版社, 2011:4-20.
Gonzalez R C,Woods R E.Digital image processing ［M］.Beijing: Electronic Industry Press, 2011:4-20.

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备注/Memo

备注/Memo:
收稿日期：2014-06-23
基金项目：国家自然科学基金（21376091）；广东省重大科技专项（2012A080104012）
作者简介：黄志平（1959~），男，高级工程师，从事工业炸药包装设备、RFID技术在民爆行业应用。E-mail：hzp401@126.com
通信作者：许亮（1971~），男，博士，高级工程师，从事机器视觉、RFID、物联网技术等研究开发。E-mail：celiangxu@gdut.edu.cn
更新日期/Last Update: 2015-05-11