Semantic indoor navigation with a blind-user oriented augmented reality

被引:34
作者
Joseph, Samleo L. [1 ]
Zhang, Xiaochen [1 ]
Dryanovski, Ivan [1 ]
Xiao, Jizhong [1 ]
Yi, Chucai [2 ]
Tian, YingLi [2 ]
机构
[1] CUNY, Robot & Intelligent Syst Lab, EE Dept, New York, NY 10021 USA
[2] CUNY City Coll, EE Dept, Media Lab, New York, NY USA
来源
2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013) | 2013年
基金
美国国家科学基金会;
关键词
floor plan; signage; human motion; indoor navigation; augmented reality;
D O I
10.1109/SMC.2013.611
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this paper is to design an inexpensive conceivable wearable navigation system that can aid in the navigation of a visually impaired user. A novel approach of utilizing the floor plan map posted on the buildings is used to acquire a semantic plan. The extracted landmarks such as room numbers, doors, etc act as a parameter to infer the way points to each room. This provides a mental mapping of the environment to design a navigation framework for future use. A human motion model is used to predict a path based on how real humans ambulate towards a goal by avoiding obstacles. We demonstrate the possibilities of augmented reality (AR) as a blind user interface to perceive the physical constraints of the real world using haptic and voice augmentation. The haptic belt vibrates to direct the user towards the travel destination based on the metric localization at each step. Moreover, travel route is presented using voice guidance, which is achieved by accurate estimation of the user's location and confirmed by extracting the landmarks, based on landmark localization. The results show that it is feasible to assist a blind user to travel independently by providing the constraints required for safe navigation with user oriented augmented reality.
引用
收藏
页码:3585 / 3591
页数:7
相关论文
共 14 条
[1]  
[Anonymous], 2006, Probabilistic Robotics
[2]  
[Anonymous], 2013, INT C ROB AUT
[3]  
Apostolopoulos Ilias, 2012, INT C ROB AUT ICRA
[4]  
Brock A.M., 2013, ACM Accessibility and Computing, P9
[5]  
Fajen Brett R., 2003, INT J COMPUTER VISIO, V54
[6]  
Fallah Navid, 2012, P 2012 ACM ANN C HUM
[7]  
Heuten W., 2008, P 5 NORD C HUM COMP
[8]  
Joseph SL, 2013, IEEE INT CONF MULTI
[9]  
Karimi HA, 2011, UNIVERSAL NAVIGATION ON SMARTPHONES, P1, DOI 10.1007/978-1-4419-7741-0
[10]  
Lee Jin-kook, 2010, ENV PLANNING B, V37