Localization and approaching to the human by mobile home robot

Shiry Saeed, Ghidary, Y. Nakata, Toshi Takamori, M. Hattori
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引用次数: 11

Abstract

This paper introduces a robotic system that uses a PTZ camera to find the human in the room and locate its position. Then the robot is guided to go near to the human. This includes human detection and localization, robot localization and robot navigation. Human's head and face is detected by using a combination of motion detection, shape analysis and color information. The 3D position of human's head and face is estimated by using the depth from focus method. For robot localization we use a very fast measuring system that utilizes ultrasonic and infrared signals simultaneously. For robot navigation we use a map of environment consisting of doors, walls and static objects. After locating human and robot a visibility graph is searched for the shortest path and obstacle avoidance is done in a reflexive method using ultrasonic sensors.
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移动家庭机器人对人的定位与接近
本文介绍了一种机器人系统,该系统利用PTZ摄像机来寻找房间中的人并确定其位置。然后引导机器人靠近人类。这包括人类检测和定位,机器人定位和机器人导航。采用运动检测、形状分析和颜色信息相结合的方法对人的头部和面部进行检测。利用聚焦深度法对人体头部和面部的三维位置进行估计。对于机器人定位,我们使用一个非常快速的测量系统,同时利用超声波和红外信号。对于机器人导航,我们使用由门、墙和静态物体组成的环境地图。在对人和机器人进行定位后,利用超声波传感器搜索最短路径的可见性图,并采用自反的方法进行避障。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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