An Improved Indoor Navigation Scheme Based on Vision-Language Localization

被引:4
|
作者
Xu, Ziheng [1 ]
Jia, Zixi [1 ]
Zhou, Xuegang [1 ]
Wen, Huan [1 ]
Li, Yanan [1 ]
机构
[1] Northeastern Univ, Fac Robot Sci & Engn, Shenyang 110819, Peoples R China
基金
中国国家自然科学基金;
关键词
Computer Vision; Natural Language Processing; Indoor Localization; Bidirectional A* Algorithm;
D O I
10.1109/CCDC52312.2021.9601828
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an improved indoor localization and navigation method based on image matching and text extraction. Compared with traditional indoor localization methods based on WIFI, Bluetooth or laser, the improved method is mainly realized by image matching in computer vision and text extraction in natural language processing. The improved bidirectional A* algorithm is adopted to realize the optimal path planning, and the specific location of indoor localization and path planning diagrams are displayed through an app. Experimental results show that this method which can realize indoor location determination in real scenes, is convenient to use, and has low cost. It can overcome the problems of high hardware requirements, high cost, and poor transferability in the traditional indoor navigation field in terms of localization.
引用
收藏
页码:1047 / 1051
页数:5
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