基于激光扫描仪和全方位摄像机的移动机器人人跟踪方法

Hiroki Ueda, Jae Hoon Lee, S. Okamoto, B. Yi, S. Yuta
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引用次数: 4

摘要

提出了一种移动机器人在室外环境中跟踪奔跑人群的识别方法。一般情况下,人在被他人隐藏,无法被检测到的杂乱状态后,仅靠激光扫描仪的位置信息很难恢复。该问题导致关联错误,忽略了人类物体过去的运动轨迹。因此,我们研究了一种利用全向相机作为激光扫描仪附加传感器的颜色信息来解决这个问题的方法。该方法已在机器人上进行了实验验证。
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People tracking method for a mobile robot with laser scanner and omni directional camera
This paper presents a recognition method for a mobile robot to track running people in outdoor environment. Generally, after the cluttered state that a human is hidden by others and cannot be detected, it is difficult to recover only by position information with laser scanner. The problem causes an association error missing the past motion trajectory of human objects. Therefore, we investigated a method to solve the problem using the color information by an omni directional camera as an additional sensor to laser scanner. The proposed method was tested by some experiments with the developed robot.
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