从一系列红外图像中学习、识别和导航

Nicolas Milhaud, G. Medioni
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引用次数: 3

摘要

我们解决的问题是,配备单个红外摄像机的自主系统“学习”指定的刚性3D场景,以便在另一个时间,它可以识别它并引导自己相对于重建的场景,从一个近似已知的视点开始,到达一个给定的目的地。这个场景与几个领域相关,特别是军事任务和机器人导航。我们系统的目标是实现实时实现(在特殊硬件上)。本文介绍了该自动化系统的软件版本,并在实际红外图像上展示了结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Learning, recognition and navigation from a sequence of infrared images
We address the problem in which an autonomous system equipped with a single infrared camera "learns" a designated rigid 3D scene so that, at another time, it can recognize it and guide itself relative to the reconstructed scene, starting from an approximately known viewpoint, to reach a give destination. This scenario is relevant to several domains, in particular military missions and robotic navigation. The goal of our system is to realise a real-time implementation (on special hardware). In this paper, we describe the software version of such an automated system and show results on real infrared images.
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