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A Miniature Stereo Vision System for a Biomimetic Robotic Rat

机译:用于仿生机器人大鼠的微型立体视觉系统

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Previously we have developed several robotic rats which can mimic the morphology and behavior of laboratory rats in high similarity. However, these previous robots were not endowed with perception devices, resulting in a limited interaction with rats. To address this problem, we developed a miniature stereo vision system for the robot to perceive surrounding environment. The hardware is composed by two tiny cameras (~12mm × 4mm × 4mm), wireless transmitter and receiver modules and USB video capture cards. With a delicate design, the two cameras can be rightly embedded into the head of the robot. The robot vision shows excellent measurement performance for obtaining depth information and recognizing unknown object. Additionally, our system is capable of SLAM when tested in a complicated environment by using the well-known ORB-SLAM2 algorithm. The experimental results shows that the average tracking time is ~0.031s, which is below the inverse of the camera frame rate (0.033s), thus demonstrating a real-time performance.
机译:以前,我们已经开发出了几只能够高度相似地模拟实验室大鼠的形态和行为的机器人大鼠。但是,这些以前的机器人没有配备感知设备,导致与老鼠的互动受到限制。为了解决这个问题,我们为机器人开发了一种微型立体视觉系统,以感知周围的环境。硬件由两个微型摄像机(〜12mm×4mm×4mm),无线发送器和接收器模块以及USB视频捕获卡组成。通过精致的设计,两个摄像头可以正确地嵌入到机器人的头部中。机器人视觉显示出出色的测量性能,可用于获取深度信息和识别未知物体。此外,通过使用众所周知的ORB-SLAM2算法,在复杂的环境中进行测试时,我们的系统也能够执行SLAM。实验结果表明,平均跟踪时间为〜0.031s,低于相机帧频的倒数(0.033s),因此具有实时性能。

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