A Real-time Visual Reflex For Autonomous Navigation

M. Romano, N. Ancona
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引用次数: 1

Abstract

In this paper a well defined case of autonomous car driving in a typical traffic jam condition is addressed. Such a situation has been faced looking at the relation between the rate of change of the area projected on the image plane by a moving object and its time-to-crash (TTC). A visual sensor has been developed which is able to detect expansions or contractions of the area shape, without any explicit computation of the optical flow field. This sensor provides the visual input of an opto- motor reflex, working in real-time, which is able to keep constant in time the distance between the camera an a frontal obstacle. The methodology has been tested by using a mobile platform. The performances of the reflex on real image sequences are shown.
自主导航的实时视觉反射
本文研究了典型交通阻塞条件下的自动驾驶汽车。在观察运动物体投影在图像平面上的面积变化率与其碰撞时间(TTC)之间的关系时,就遇到了这种情况。一种视觉传感器已经被开发出来,它能够检测区域形状的膨胀或收缩,而不需要任何显式的光流场计算。该传感器提供视觉输入的光运动反射,实时工作,这是能够保持恒定的时间相机和正面障碍物之间的距离。该方法已通过使用移动平台进行了测试。给出了反射在实像序列上的性能。
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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