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RF-ISee: Identify and Distinguish Multiple RFID Tagged Objects in Augmented Reality Systems

机译:RF-ISee:识别和区分增强现实系统中的多个带有RFID标签的对象

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In this paper, we leverage RFID technology to label different objects with RFID tags, so as to realize the vision of "show me what I see from the augmented reality system". We deploy additional RFID antennas to the COTS depth camera and propose a continuous scanning-based scheme to scan the objects, i.e., the system continuously rotates and samples the depth of field and RF-signals from these tagged objects. In this way, we can accurately identify and distinguish multiple tagged objects, by pairing the tags with the objects according to the correlations between the depth of field and RF-signals. Our solution achieves an average match ratio of 91% in distinguishing up to dozens of tagged objects with a high deployment density.
机译:在本文中,我们利用RFID技术在RFID标签上标记不同的对象,从而实现“向我展示我从增强现实系统中看到的东西”的愿景。我们将额外的RFID天线部署到COTS深度相机,并提出一种基于连续扫描的方案来扫描物体,即系统连续旋转并从这些带标签的物体中采样景深和RF信号。通过这种方式,我们可以根据景深和RF信号之间的相关性,通过将标签与对象配对,从而准确地识别和区分多个带标签的对象。我们的解决方案在区分多达数十个具有高部署密度的标记对象时,可实现91%的平均匹配率。

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