基于计算机视觉的自动飞艇导航

L.S. de Coelho, M. Campos, V. Kumar
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引用次数: 14

摘要

自主飞艇是一种由计算机根据传感器收集的信息控制飞艇的空中机器人,是机器人技术中一个新兴的、有前途的研究领域,它提供了许多原创的工作机会。其中之一是视觉导航的研究,这将使自主飞艇能够根据机载摄像机拍摄的环境视觉信息跟踪精确的轨迹。开发这种能力的第一步是创造一种计算机视觉系统,能够根据获得的图像向自主飞艇提供其在三维空间中的位置和方向。本项目描述了这样一个系统,能够从视觉信标图像中估计位置和方向-具有已知几何特性并被系统识别的物体。实验结果显示了系统的正确和有效的功能,并讨论了影响和未来的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer vision-based navigation for autonomous blimps
Autonomous dirigibles-aerial robots that are a blimp controlled by computer based on information gathered by sensors-are a new and promising research field in robotics, offering several original work opportunities. One of them is the study of visual navigation, that would allow an autonomous dirigible to follow precise trajectories based on environmental visual information imaged by on-board cameras. The first step in the direction of the developing of such a capacity is the creation of a computer vision system able to supply to the autonomous dirigible its position and orientation in tridimensional space from the acquired images. This project describes such a system, capable of estimating position and orientation from images of visual beacons-objects with known geometrical properties and recognizable by the system. Experimental results showing the correct and efficient functioning of the system are shown and implications and future possibilities are discussed.
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