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Integrated BLE and PDR Indoor Localization for Geo-Visualization Mobile Augmented Reality
- Source :
- ICARCV
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Spatial data visualization technology allows users to understand Geographic Information System (GIS) applications. Unlike traditional visualization methods, Augmented Reality (AR) inserts virtual objects and information directly into digital representations of the real world, which makes these objects and data more easily understood and interactive. However, effective AR-GIS systems and rich spatial information visualization is still a challenging task. In addition, indoor AR-GIS systems are further impeded by the limited capacity of these systems to detect and display geometry and semantic information. To address this problem, a novel AR and indoor map fusion method is proposed that automatically registers spatial information onto a live camera view of a mobile phone. We fused Bluetooth low energy (BLE) and pedestrian dead reckoning (PDR) localization techniques to track the camera positions. The proposed algorithm extracts and matches a bounding box of the indoor map to a real world scene. We render the indoor map and semantic information into the real world, based on the real-time computed spatial relationship between the indoor map and live camera view. Experimental results demonstrate that our approach accurately and richly visualizes spatial information. Our augmented reality and indoor map fusion technique effectively links rich indoor spatial information to real world scenes in AR integrated GIS.
- Subjects :
- Geographic information system
business.industry
Computer science
0211 other engineering and technologies
02 engineering and technology
Visualization
Data visualization
Mobile phone
Minimum bounding box
Dead reckoning
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Augmented reality
Computer vision
Artificial intelligence
business
Spatial analysis
021101 geological & geomatics engineering
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV)
- Accession number :
- edsair.doi...........b3defab588cdf5b10337b817c27dd3c7
- Full Text :
- https://doi.org/10.1109/icarcv50220.2020.9305324