Augmented reality-based vision-aid indoor navigation system in GPS denied environment

被引:11
作者
Rajeev, Srijith [1 ]
Wan, Qianwen [1 ]
Yau, Kenny [1 ]
Panetta, Karen [1 ]
Agaian, Sos [2 ]
机构
[1] Tufts Univ, Dept Elect & Comp Engn, Medford, MA 02155 USA
[2] CUNY, Dept Comp Sci, New York, NY 10314 USA
来源
MOBILE MULTIMEDIA/IMAGE PROCESSING, SECURITY, AND APPLICATIONS 2019 | 2019年 / 10993卷
关键词
Augmented-reality; navigation; GPS; HoloLens; vision; positioning system; localization;
D O I
10.1117/12.2519224
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
High accuracy localization and user positioning tracking is critical in improving the quality of augmented reality environments. The biggest challenge facing developers is localizing the user based on visible surroundings. Current solutions rely on the Global Positioning System (GPS) for tracking and orientation. However, GPS receivers have an accuracy of about 10 to 30 meters, which is not accurate enough for augmented reality, which needs precision measured in millimeters or smaller. This paper describes the development and demonstration of a head-worn augmented reality (AR)based vision-aid indoor navigation system, which localizes the user without relying on a GPS signal. Commercially available augmented reality head-set allows individuals to capture the field of vision using the front-facing camera in a real-time manner. Utilizing captured image features as navigation-related landmarks allow localizing the user in the absence of a GPS signal. The proposed method involves three steps: a detailed front-scene camera data is collected and generated for landmark recognition; detecting and locating an individual's current position using feature matching, and display arrows to indicate areas that require more data collects if needed. Computer simulations indicate that the proposed augmented reality-based vision-aid indoor navigation system can provide precise simultaneous localization and mapping in a GPS-denied environment.
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页数:10
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