Object recognition based on human description ontology for service robots

Hisato Fukuda, Satoshi Mori, Yoshinori Kobayashi, Y. Kuno, D. Kachi
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引用次数: 3

Abstract

We are developing a helper robot able to fetch objects requested by users. This robot tries to recognize objects through verbal interaction with the user concerning the objects that it cannot detect autonomously. We have shown that the system can recognize objects based on an ontology for interaction. In this paper, we extend a human description ontology to link a "human description" to "attributes of objects" for our interactive object recognition framework. We develop an interactive object recognition system based on this ontology. Experimental results confirmed that the system could efficiently recognize objects by utilizing this ontology.
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基于人类描述本体的服务机器人目标识别
我们正在开发一个能够获取用户请求的对象的辅助机器人。这个机器人试图通过与用户的口头互动来识别它无法自主检测到的物体。我们已经证明了该系统可以基于本体进行交互识别对象。在本文中,我们扩展了一个人的描述本体,将“人的描述”与“对象的属性”联系起来,以实现我们的交互式对象识别框架。在此基础上开发了一个交互式对象识别系统。实验结果表明,该本体能够有效地识别物体。
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