基于反透视映射的改进的光流调节障碍检测方法

Chin-Yi He, Chao-Tse Hong, Rong-Chin Lo
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引用次数: 6

摘要

在本文中,我们实现了一种基于反透视映射的光流计算检测车辆周围障碍物的方法。然而,这种方法已经被提出并应用于飞行器上。但这种方法受限于飞行器沿直线运动的轨迹。如果车辆沿圆弧轨迹运动,则图像左右两侧的光流值不一致,导致障碍物检测错误。为此,提出了一种利用车辆轨迹计算转弯圆心的方法来解决这一问题。转动圆心可以调节与光流值不一致的地方。改进后的光流值在轨迹沿弧线的情况下也能保持一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An improved obstacle detection using optical flow adjusting based on inverse perspective mapping for the vehicle safety
In this paper, we implement a method to detect obstacles around the vehicle by optical flow computation based on inverse perspective mapping. However, this approach had been proposed and used on the vehicle. But this approach is limited on a trajectory of the vehicle which moves along with a straight line. If the trajectory of the vehicle moves along with an arc line, the optical flow values will inconsistent in the left side and in the right side of this image which causes mistakes in obstacle detection. So we propose a method to improve this problem which uses the trajectory of vehicle to calculate the center of turning circle. And the center of turning circle can be used to adjust the inconsistent with optical flow values. After our improvement, the optical flow values can keep consistence even if the trajectory is along with an arc line.
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