利用消失点有目的地调整观察方向

Sinisa Segvic
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引用次数: 0

摘要

考虑一个具有单一视觉传感器的自主机器人在具有三面体矩形结构的人造环境中,其中一个水平维度比其他维度(例如长走廊)大得多。这种环境的一个特性是,视觉传感器所能获得的导航有用信息的数量和质量在很大程度上取决于观测方向。实验表明,当观测方向平行于纵向走廊轴时,其最大,而当观测方向向纵向走廊轴旋转时,其迅速消退。提出了一种基于投影几何原理和先验环境知识确定机器人在世界坐标中的方向的方法。给出了在实际条件下的初步实验结果并进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using vanishing points for purposive adjustment of viewing direction
An autonomous robot with a single visual sensor is considered in a man-made environment with trihedral rectangular structure, in which one horizontal dimension is considerably larger than others (e.g. a long corridor). A property of such an environment is that both quantity and quality of navigationally useful information that can be acquired by a visual sensor depend strongly on the viewing direction. As shown by experiments, they are greatest when the viewing direction is parallel to the longitudinal corridor axis and quickly recede as it rotates toward latitudinal corridor axis. A method is proposed for determining the robot orientation in world coordinates based on principles of projective geometry and a priori knowledge about the environment. Results of preliminary experimentation under realistic conditions are shown and discussed.
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