McClean, Eric (2013) An Augmented Reality System for Urban Environments using a Planar Building Facade Model. Masters thesis, National University of Ireland Maynooth.
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Abstract
In recent years there has been a widespread adoption of smartphone
technology. According to research by Google [Pha12] the U.S., New
Zealand, Denmark, Ireland, Netherlands, Spain and Switzerland have
a smartphone penetration greater than 40 percent. These phones are
frequently equipped with with reasonable processing capabilities, internet
access, high resolution cameras, and positioning sensors. This widespread
adoption coupled with the hardware capability's of current generation
smartphones present a great opportunity to develop mobile augmented
reality (AR) applications for visualising geospatial information.
While smartphones are able to provide geolocalisation through GPS, the
lack of accuracy does not allow for precise and robust alignment of the
augmented data with the camera image. Computer vision techniques
can be used to gain accurate alignment. However, these methods often
require the creation a comprehensive 3D model of a scene. This can be
intensive to compute and the storage of this data can become a problem
when the system is required to work over the scale of a citywide area.
This thesis presents a mobile AR navigation system that uses a planar
based representation in order to augment 3D data into an urban scene.
By performing planar extraction the system can use the facades of building
as reference for accurately augmenting content. This is turn removes
the need for building a comprehensive 3D model for the scene. The system
uses a client server architecture where a user takes an image within
an urban setting with their smartphone which is forwarded to the server
for processing. This processing includes extraction of the planar facades
in the scene, camera pose estimation and, matching of the facades to a
topological map of the environment. Once matched each of the the associated
camera pose parameters in conjunction with relevant AR content
can then be sent back to the mobile device. These parameters allow the
system to integrate the augmented content into the view which can highlight
and visualize geographically or contextually meaningful information
about the scene.
Results presented demonstrate that the system provides an accurate and
robust approach to AR in urban environments without associated complexity
of creating metric 3D reconstructions of the environment.
Item Type: | Thesis (Masters) |
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Keywords: | Augmented Reality System; Urban Environments; Planar Building Facade Model; |
Academic Unit: | Faculty of Science and Engineering > Computer Science |
Item ID: | 4479 |
Depositing User: | IR eTheses |
Date Deposited: | 12 Sep 2013 13:33 |
URI: | https://mural.maynoothuniversity.ie/id/eprint/4479 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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