Smart Guiding Glasses for Visually Impaired People in Indoor Environment

被引:108
作者
Bai, Jinqiang [1 ]
Lian, Shiguo [2 ]
Liu, Zhaoxiang [2 ]
Wang, Kai [2 ]
Liu, Dijun [3 ]
机构
[1] Beihang Univ, Beijing 10083, Peoples R China
[2] CloudMinds Technol Inc, AI Dept, Beijing 100102, Peoples R China
[3] DT LinkTech Inc, Beijing 10083, Peoples R China
关键词
AR; depth sensor; ETA; sensor fusion; vision enhancement; AUGMENTED REALITY; NAVIGATION; VISION; SYSTEM;
D O I
10.1109/TCE.2017.014980
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To overcome the travelling difficulty for the visually impaired group, this paper presents a novel ETA (Electronic Travel Aids)-smart guiding device in the shape of a pair of eyeglasses for giving these people guidance efficiently and safely. Different from existing works, a novel multi-sensor fusion based obstacle avoiding algorithm is proposed, which utilizes both the depth sensor and ultrasonic sensor to solve the problems of detecting small obstacles, and transparent obstacles, e.g. the French door. For totally blind people, three kinds of auditory cues were developed to inform the direction where they can go ahead. Whereas for weak sighted people, visual enhancement which leverages the AR (Augment Reality) technique and integrates the traversable direction is adopted. The prototype consisting of a pair of display glasses and several low-cost sensors is developed, and its efficiency and accuracy were tested by a number of users. The experimental results show that the smart guiding glasses can effectively improve the user's travelling experience in complicated indoor environment. Thus it serves as a consumer device for helping the visually impaired people to travel safely.
引用
收藏
页码:258 / 266
页数:9
相关论文
共 28 条
[1]   Navigation Assistance for the Visually Impaired Using RGB-D Sensor With Range Expansion [J].
Aladren, A. ;
Lopez-Nicolas, G. ;
Puig, Luis ;
Guerrero, Josechu J. .
IEEE SYSTEMS JOURNAL, 2016, 10 (03) :922-932
[2]   Embedded stereo vision system providing visual guidance to the visually impaired [J].
Anderson, Jonathan D. ;
Lee, Dah-Jye ;
Archibald, James K. .
2007 IEEE/NIH LIFE SCIENCE SYSTEMS AND APPLICATIONS WORKSHOP, 2007, :229-232
[3]  
[Anonymous], 2015, 2015 5 NAT C COMP VI
[4]  
[Anonymous], P COMPUT SCI
[5]  
[Anonymous], 2010, WORLD AUT C
[6]   Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound [J].
Blessenohl, Simon ;
Morrison, Cecily ;
Criminisi, Antonio ;
Shotton, Jamie .
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW), 2015, :418-426
[7]   A Navigation Aid for Blind People [J].
Bousbia-Salah, Mounir ;
Bettayeb, Maamar ;
Larbi, Allal .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2011, 64 (3-4) :387-400
[8]   Wearable Obstacle Avoidance Electronic Travel Aids for Blind: A Survey [J].
Dakopoulos, Dimitrios ;
Bourbakis, Nikolaos G. .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2010, 40 (01) :25-35
[9]   Indoor Human Navigation Systems: A Survey [J].
Fallah, Naved ;
Apostolopoulos, Ilias ;
Bekris, Kostas ;
Folmer, Eele .
INTERACTING WITH COMPUTERS, 2013, 25 (01) :21-33
[10]  
Heuten W., 2008, Proceedings of the 5th Nordic conference on Human-computer interaction: building bridges, P172, DOI DOI 10.1145/1463160.1463179