论光流在移动机器人导航中的应用:寻找合适的算法

M. Sarcinelli-Filho, H. Schneebeli, Eliete Caldeira, R. Carelli, O. Nasisi, C. Soria
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引用次数: 2

摘要

这项工作解决了使用光流来监督移动机器人的导航。通过编写合适的板载光流计算算法,应了解计算量、需要存储的图像帧数以及生成的光流矢量的可靠性。从文献中选择了两个较好的候选算法,并在此进行了考虑。本文对其中一种算法进行了轻微的修改,并对三种算法进行了评估。这一评价是基于两个实验,其结果已被报道。结果表明,本文提出的新算法更适合于实际应用。
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On the use of optical flow in mobile robot navigation: the search for a suitable algorithm
This work addresses the use of optical flow to supervise the navigation of mobile robots. The amount of computation, the number of image frames to be stored and the reliability of the optical flow vectors generated should be acquainted for by programming a suitable algorithm for the onboard calculation of the optical flow. Two good candidates to be this algorithm are selected from the literature and are here considered. A slight modification of one of them is here proposed, and thus three algorithms are evaluated. This evaluation is based on two experiments whose results are reported. The conclusion is that the new algorithm here proposed is more suitable for the application.
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