InspectAR: An Augmented Reality Inspection Framework for Industry
InspectAR: An Augmented Reality Inspection Framework for Industry
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InspectAR：工业增强现实检查框架
DOI：
10.1109/ismar-adjunct.2016.0119
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发表时间：
2016
期刊：
影响因子：
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通讯作者：
Ehtesham Hassan
中科院分区：
文献类型：
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作者：
Ramakrishna Perla;Gaurav Gupta;R. Hebbalaguppe;Ehtesham Hassan
随着相机技术和数据流协议的进步，基于AR的应用被证明是包括汽车工业，教育等在内的各种操作中的检查，培训和监督任务的重要辅助工具。我们展示了一个基于AR的可重新配置的检查框架，该框架可以用于跨领域应用，例如工业检查和汽车/航空电子领域检查中的维护和维修辅助，还有其他人深度学习组件可准确检测在检查员视野（FoV）中查看的零件，并可根据检测结果对相应的检查清单进行优先级排序。该框架的后端可轻松配置用于不同的应用程序，其中指令可以直接导入并与检测类型进行可视化集成。通过图像、笔记和视频等证据采集，准确记录检查状态。我们目前的框架支持所有基于Android的设备，并将在Google Glass，Google Cardboard和智能手机上进行演示，并在3D打印机检测用例的帮助下使用平板电脑。
With the advancement in camera technologies and data streaming protocols, AR based applications are proving to be an important aid for inspection, training and supervision tasks in various operations including automotive industry, education etc. We demonstrate an AR based re-configurable inspection framework that can be utilized in cross-domain applications such as maintenance and repair assistance in industrial inspection and automotive/avionics domain inspection, amongst others. A deep learning component detects parts viewed in inspector's Field-of-View (FoV) accurately and the corresponding inspection check-list can be prioritized based on detection results. The back-end of the framework is easily configurable for different applications where instructions can be directly imported and visually integrated with inspection type. Accurate recording of status of inspection is provided through evidence capturing of images, notes and videos. Our current framework supports all the Android based devices and will be demonstrated on Google Glass, Google Cardboard with smartphone, and Tablet with the help of 3D printer inspection use-case.