Point and Control it!: Using Computer Vision for Service Discovery to Control Smart Objects

Paulo Filipe Dantas, J. G. R. Maia, Windson Viana
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引用次数: 1

Abstract

The widespread of smart objects in our daily lives request the creation and analysis of new service discovery mechanisms and interaction techniques. In this work, we designed and evaluated a pointing-based interaction mechanism based on a Convolutional Neural Network classification method. We called it ViSCo (View, Scan, and Control it), which extends the openHAB service discovery mechanism of smart objets. ViSCo aggregates the users' field of view, captured by the camera of their smartphones, to reduce the service discovery results. 17 users evaluated the final solution remotely, in an environment with virtual devices. Participants used the ViSCo approach to find and control virtual devices by pointing to real objects in their homes (e.g., their TVs). System Usability Scale (SUS) survey about ViSCo results showed a good level of acceptance, with an average score of 83.97.
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瞄准并控制它!:使用计算机视觉进行服务发现以控制智能对象
智能对象在我们日常生活中的广泛应用要求创建和分析新的服务发现机制和交互技术。在这项工作中,我们设计并评估了一个基于卷积神经网络分类方法的基于点的交互机制。我们称之为ViSCo (View, Scan, and Control it),它扩展了智能对象的openHAB服务发现机制。ViSCo将智能手机摄像头捕捉到的用户视野进行汇总,以减少服务发现结果。17名用户在虚拟设备环境中远程评估了最终解决方案。参与者使用ViSCo方法,通过指向家中的真实物体(例如,电视)来查找和控制虚拟设备。系统可用性量表(System Usability Scale, SUS)对ViSCo结果的调查显示了良好的接受程度,平均得分为83.97。
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