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IoT-Enabled Environment Illuminance Optimization for Augmented Reality

Published: 24 April 2023 Publication History

Abstract

In order to provide high quality augmented reality (AR) experiences, environmental conditions such as light level must be conducive to a high level of virtual content stability, accurate eye tracking and good virtual content visibility. This is challenging due to the dynamic nature of environmental conditions and AR application requirements. In this poster we present the first automatic environment optimization system for AR which adapts to both environment lighting and texture. First we conduct experiments that demonstrate the effect of light level on virtual object stability and eye tracking. We then detail our edge computing system architecture which uses IoT devices to sense and adjust environment conditions, and lays the foundation for future environment-aware AR applications.

References

[1]
Lillemor Blom. 2018. Impact of light on augmented reality. Master’s thesis. Linköping University.
[2]
Joseph L Gabbard, Missie Smith, Coleman Merenda, Gary Burnett, and David R Large. 2022. A perceptual color-matching method for examining color blending in augmented reality head-up display graphics. IEEE Transactions on Visualization and Computer Graphics 28 (2022), 2834–2851.
[3]
Murad Khan, Bhagya Nathali Silva, and Kijun Han. 2016. Internet of Things based energy aware smart home control system. IEEE Access 4(2016), 7556–7566.
[4]
Nabil Ouerhani, Nuria Pazos, Marco Aeberli, and Michael Muller. 2016. IoT-based dynamic street light control for smart cities use cases. In Proceedings of IEEE ISNCC 2016.
[5]
Thiago Santini, Wolfgang Fuhl, and Enkelejda Kasneci. 2018. PuRe: Robust pupil detection for real-time pervasive eye tracking. Computer Vision and Image Understanding 170 (2018), 40–50.
[6]
Tim Scargill, Gopika Premsankar, Jiasi Chen, and Maria Gorlatova. 2022. Here to stay: A quantitative comparison of virtual object stability in markerless mobile AR. In Proceedings of IEEE/ACM Workshop on Cyber-Physical-Human System Design and Implementation.

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  1. IoT-Enabled Environment Illuminance Optimization for Augmented Reality

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    Published In

    cover image ACM Conferences
    UbiComp/ISWC '22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers
    September 2022
    538 pages
    ISBN:9781450394239
    DOI:10.1145/3544793
    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 24 April 2023

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    Author Tags

    1. Augmented reality
    2. IoT
    3. edge computing
    4. environment optimization

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    UbiComp/ISWC '22

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    Overall Acceptance Rate 764 of 2,912 submissions, 26%

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