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On the hybrid aid-localization for outdoor augmented reality applications

Published: 27 October 2008 Publication History

Abstract

In mobile outdoor augmented reality applications, accurate localization is critical to register virtual augmentations over a real scene. Vision-based approaches provide accurate localization estimates but are still too sensitive to outdoor conditions (brightness changes, occlusions, etc.). This drawback can be overcome by adding other types of sensors. In this work, we combine a GPS and an inertial sensor with a camera to provide accurate localization. We will present the calibration process and we will discuss how to quantify the 3D localization accuracy. Experimental results on real data are presented.

References

[1]
Aron, M., Simon, G., and Berger, M. 2007. Use of inertial sensors to support video tracking: Research articles. Comput. Animat. Virtual Worlds 18, 1, 57--68.
[2]
Bleser, G., and Stricker, D. 2008. Advanced tracking through efficient image processing and visual-inertial sensor fusion. In VR, 137--144.
[3]
Reitmayr, G., and Drummond, T. 2007. Initialisation for visual tracking in urban environments. In IEEE ISMAR.
[4]
Williams, C. 1997. Prediction with gaussian processes: From linear regression to linear prediction and beyond. Tech. rep., Neural Computing Research Group, Oct.

Cited By

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  • (2018)ContextualNet: Exploiting Contextual Information Using LSTMs to Improve Image-Based Localization2018 IEEE International Conference on Robotics and Automation (ICRA)10.1109/ICRA.2018.8461124(1-7)Online publication date: May-2018
  • (2013)3D Camera Tracking for Mixed Reality using Multi-Sensors TechnologyGeographic Information Systems10.4018/978-1-4666-2038-4.ch128(2164-2175)Online publication date: 2013
  • (2013)Augmented reality transfer of presentation techniques to the cockpitATZelektronik worldwide10.1365/s38314-013-0180-z8:4(8-12)Online publication date: 27-Jul-2013
  • Show More Cited By

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  1. On the hybrid aid-localization for outdoor augmented reality applications

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    cover image ACM Conferences
    VRST '08: Proceedings of the 2008 ACM symposium on Virtual reality software and technology
    October 2008
    288 pages
    ISBN:9781595939517
    DOI:10.1145/1450579
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 27 October 2008

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    Author Tags

    1. 3D localization
    2. calibration
    3. error prediction
    4. hybrid sensor
    5. outdoor augmented reality

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    VRST '08 Paper Acceptance Rate 12 of 68 submissions, 18%;
    Overall Acceptance Rate 66 of 254 submissions, 26%

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    Cited By

    View all
    • (2018)ContextualNet: Exploiting Contextual Information Using LSTMs to Improve Image-Based Localization2018 IEEE International Conference on Robotics and Automation (ICRA)10.1109/ICRA.2018.8461124(1-7)Online publication date: May-2018
    • (2013)3D Camera Tracking for Mixed Reality using Multi-Sensors TechnologyGeographic Information Systems10.4018/978-1-4666-2038-4.ch128(2164-2175)Online publication date: 2013
    • (2013)Augmented reality transfer of presentation techniques to the cockpitATZelektronik worldwide10.1365/s38314-013-0180-z8:4(8-12)Online publication date: 27-Jul-2013
    • (2013)Augmented Reality Transfer von Präsentations-techniken ins CockpitATZelektronik10.1365/s35658-013-0311-68:4(258-263)Online publication date: 1-Aug-2013
    • (2012)3D Camera Tracking for Mixed Reality using Multi-Sensors TechnologyDepth Map and 3D Imaging Applications10.4018/978-1-61350-326-3.ch027(528-539)Online publication date: 2012
    • (2012)Outdoor augmented reality system for geological applications2012 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)10.1109/AIM.2012.6265927(416-421)Online publication date: Jul-2012
    • (2012)Landmark-assisted location and tracking in outdoor mobile networkMultimedia Tools and Applications10.1007/s11042-010-0721-x59:1(89-111)Online publication date: 1-Jul-2012
    • (2010)An experimental augmented reality platform for assisted maritime navigationProceedings of the 1st Augmented Human International Conference10.1145/1785455.1785467(1-6)Online publication date: 2-Apr-2010
    • (2010)Augmented Reality: Issues, trends and challenges2010 2nd International Conference on Image Processing Theory, Tools and Applications10.1109/IPTA.2010.5586829(8-8)Online publication date: Jul-2010
    • (2009)Advanced 3D localization by fusing measurements from GPS, inertial and vision sensorsProceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics10.5555/1732323.1732472(871-875)Online publication date: 11-Oct-2009
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