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引用次数: 6

摘要

本文介绍了Wadoro(看门狗机器人);夜间在屋顶等开放空间进行家庭监控的自主移动机器人;但白天只能在阳台等阴凉处。该机器人使用被动红外运动传感器和摄像头,几乎可以24小时实时探测人类。机器人的工作周期分为人工检测阶段;跟踪;与自我保护同步的识别和报警阶段。关于检测人类;使用基于haar特征的级联分类器开始跟踪检测人脸。后续识别采用局部二值模式直方图法,确定人脸与数据库中的人脸是否匹配。如不匹配;以手机呼叫的形式发出警报。自我保护确保无碰撞运动,并通过在检测到它从地面拾取时产生警报呼叫来防止它被偷走。实验结果表明,该方法运行成功。
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Wadoro: An autonomous mobile robot for surveillance
This paper presents Wadoro (WAtch DOg RObot); an autonomous mobile robot for household surveillance in open-spaces like roof at night; but only shaded areas such as verandah during daytime. The robot has the capability to detect humans in near real-time round-the-clock using passive infrared motion sensors and camera. The work cycle of the robot is divided into phases of human detection; tracking; recognition and alert-generation with simultaneous phase of self-protection. On detecting a human; it starts tracking to detect the face using Haar-like features based cascade classifier. Subsequent recognition is done using local binary pattern histograms approach to ascertain if the face matches with the face in database. In case of mismatch; an alert in the form of phone call to the mobile phone is generated. Self-protection ensures collision-free movements and prevent it from being stolen by generating an alert call on detecting its pick up from the ground. The experimental results demonstrate its successful operation.
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