You are Here: Mimicking the Human Thinking Process in Reading Floor-Plans

Hang Chu, Dong Ki Kim, Tsuhan Chen
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引用次数: 21

Abstract

A human can easily find his or her way in an unfamiliar building, by walking around and reading the floor-plan. We try to mimic and automate this human thinking process. More precisely, we introduce a new and useful task of locating an user in the floor-plan, by using only a camera and a floor-plan without any other prior information. We address the problem with a novel matching-localization algorithm that is inspired by human logic. We demonstrate through experiments that our method outperforms state-of-the-art floor-plan-based localization methods by a large margin, while also being highly efficient for real-time applications.
你在这里:模仿人类阅读平面图的思维过程
在不熟悉的建筑物里,人们可以通过四处走动和阅读楼层平面图来轻松地找到路。我们试图模仿和自动化人类的思维过程。更准确地说,我们引入了一个新的、有用的任务,即在平面图中定位用户,只使用相机和平面图,而不使用任何其他先验信息。我们用一种受人类逻辑启发的新颖匹配定位算法来解决这个问题。我们通过实验证明,我们的方法在很大程度上优于最先进的基于平面图的定位方法,同时在实时应用中也非常高效。
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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