基于一般运动诱导光流的障碍物检测新视觉不变量

Gin-Shu Young, T. Hong, M. Herman, Jackson C. S. Yang
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引用次数: 8

摘要

为了使自动驾驶汽车安全运行,必须在进行任何路径规划和避障活动之前检测到障碍物。本文提出了一种新的障碍物检测方法。提出了一种新的基于光流的视觉线性不变量。利用光流的线性不变性,利用测量光流得到的参考流线可以直接检测障碍物。该方法可用于地面车辆在人造道路或室外自然地形中导航,也可用于飞行器在已知或未知地形上着陆。
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New visual invariants for obstacle detection using optical flow induced from general motion
To operate autonomous vehicles safely, obstacles must be detected before any path planning and obstacle avoidance activity is undertaken. In the paper, a novel approach to obstacle detection is developed. New visual linear invariants based on optical flow have been developed. Employing the linear invariance property, obstacles an be directly detected by using a reference flow line obtained from measured optical flow. This method can be used for ground vehicles to navigate through man-made roadways or natural outdoor terrain or for air vehicles to land on known or unknown terrain.<>
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