Scalable smart cameras for inline inspection - Systematic design of cloud based image processing

被引：0
|
作者：
Jacobsen, Dirk [1 ]
Lanquillon, Carsten [1 ]
Wittenberg, Carsten [1 ]
Ott, Peter [1 ]
机构：
[1] Hsch Heilbronn, Max Planck Str 39, D-74081 Heilbronn, Germany
来源：
ATP MAGAZINE | 2020年 / 1-2期
关键词：
Smart camera; industrial IoT; cyber-physical system; cloud computing;
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：
Smart cameras are an essential tool in industrial manufacturing. However, while the optical systems in smart cameras can remain fully functional for a long time, the computing hardware rapidly becomes out-dated. This article discusses how to augment camera systems with cloud-based computing resources in order to flexibly integrate image-processing algorithms with higher resource demands in manufacturing processes despite the limitations of the smart camera. We present a system architecture and its implementation which is suitable for scalable cloud processing of both constant and fluctuating workloads.
引用
收藏
页码：94 / 100
页数：7
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