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Proposing a classification model for perceptual target selection on large displays

Published: 04 October 2014 Publication History

Abstract

In this research, we propose a linear SVM classification model for perceptual distal target selection on large displays. The model is based on two simple features of users' finger movements reflecting users' visual perception of targets. The model shows the accuracy of 92.78% for predicting an intended target at end point.

References

[1]
Jota, R., Nacenta, M.A., Jorge, J.A., Carpendale, S., and Greenberg, S. A comparison of ray pointing techniques for very large displays. In Proc. Graphic Interface 2010, ACM Press (2010), 269--276.
[2]
Vogel, D. and Balakrishnan, R. Distant freehand pointing and clicking on very large, high resolution displays. In Proc. UIST 2005, ACM Press (2005), 33--42.

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  1. Proposing a classification model for perceptual target selection on large displays

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    cover image ACM Conferences
    SUI '14: Proceedings of the 2nd ACM symposium on Spatial user interaction
    October 2014
    174 pages
    ISBN:9781450328203
    DOI:10.1145/2659766
    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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    New York, NY, United States

    Publication History

    Published: 04 October 2014

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    Author Tags

    1. distal freehand pointing
    2. large displays
    3. spatial perception

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    SUI '14
    SUI '14: Symposium on Spatial User Interaction
    October 4 - 5, 2014
    Hawaii, Honolulu, USA

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    SUI '14 Paper Acceptance Rate 18 of 62 submissions, 29%;
    Overall Acceptance Rate 86 of 279 submissions, 31%

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