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A usability study of multimodal input in an augmented reality environment

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Abstract

In this paper, we describe a user study evaluating the usability of an augmented reality (AR) multimodal interface (MMI). We have developed an AR MMI that combines free-hand gesture and speech input in a natural way using a multimodal fusion architecture. We describe the system architecture and present a study exploring the usability of the AR MMI compared with speech-only and 3D-hand-gesture-only interaction conditions. The interface was used in an AR application for selecting 3D virtual objects and changing their shape and color. For each interface condition, we measured task completion time, the number of user and system errors, and user satisfactions. We found that the MMI was more usable than the gesture-only interface conditions, and users felt that the MMI was more satisfying to use than the speech-only interface conditions; however, it was neither more effective nor more efficient than the speech-only interface. We discuss the implications of this research for designing AR MMI and outline directions for future work. The findings could also be used to help develop MMIs for a wider range of AR applications, for example, in AR navigation tasks, mobile AR interfaces, or AR game applications.

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Acknowledgments

This work was supported by the DigiLog Miniature Augmented Reality Research Program funded by KAIST Research Foundation. It was supported by the Global Frontier R&D Program on <Human-centered Interaction for Coexistence> funded by the National Research Foundation of Korea grant funded by the Korean Government (MSIP) (NRF-2010-0029751).

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Authors and Affiliations

  1. Technology Strategy Office, R&D Center, KT, 17 Woomyeon-dong, SeoCho-gu, Seoul, 137-792, Korea

    Minkyung Lee

  2. The HIT Lab NZ, University of Canterbury, Private Bag 4800, Ilam, Christchurch, 8140, New Zealand

    Mark Billinghurst

  3. Multimedia Research Team, Daum Communications, 2181 Yeongpyeong-dong, Jeju-si, Jeju-do, 690-140, Korea

    Woonhyuk Baek

  4. Computer Science and Software Engineering, University of Canterbury, Private Bag 4800, Ilam, Christchurch, 8140, New Zealand

    Richard Green

  5. GSCT UVR Lab, KAIST, Guseong-dong, Yuseong-gu, Daejeon, 305-701, Korea

    Woontack Woo

Authors
  1. Minkyung Lee
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  2. Mark Billinghurst
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  3. Woonhyuk Baek
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  4. Richard Green
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  5. Woontack Woo
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Correspondence to Minkyung Lee.

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Lee, M., Billinghurst, M., Baek, W. et al. A usability study of multimodal input in an augmented reality environment. Virtual Reality 17, 293–305 (2013). https://doi.org/10.1007/s10055-013-0230-0

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