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3-D modeling of spatial referencing language for human-robot interaction

Published: 02 March 2006 Publication History

Abstract

One of the key components for natural interaction between humans and robots is the ability to understand the spatial relationships that exist in the natural world. Previous research has shown that modeling the 2D spatial relationships of FRONT, BEHIND, LEFT, RIGHT, and BETWEEN can be accomplished with results consistent with that of a human being. Upcoming research will involve a human subject study to investigate the use of spatial relationships in 3D space. This will be the first step in extending previous research of the 2D spatial relations into a 3D representation through the use of 3D object point clouds generated by the SIFT algorithm and stereo vision. This will allow for the enrichment of our human-robot dialog to include phrases such as "Bring me the coffee cup on top of the desk and to the right of the computer.

References

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S. Blisard and M. Skubic. Modeling spatial referencing language for human-robot interaction. In Proc. of the 2005 RO-MAN Workshop. IEEE, 2005.
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S. N. Blisard. Modeling spatial references for unoccupied spaces for human-robot interaction. Master's thesis, Univ. of Missouri-Columbia, 2004.
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D. G. Lowe. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 2004.
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R. H. Luke, S. Blisard, J. Keller, and M. Skubic. Linguistic spatial relations of three dimensional scenes using sift keypoints. In Proc. of the 2005 RO-MAN Workshop. IEEE, 2005.
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P. Matsakis, J. Keller, L. Wendling, J. Marjamaa, and O. Sjahputera. Linguistic description of relative positions in images. IEEE Transactions on Systems, Man, and Cybernetics, Part B., 31(4):573--588, 2001.
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M. Skubic, D. Perzanowski, S. Blisard, A. Schultz, W. Adams, M. Bugajska, and D. Brock. Spatial language for human-robot dialogs. IEEE Transactions on Systems, Man, and Cybernetics, Part C, 34(2):154--167, 2004.

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  • (2010)Robot-directed speechProceedings of the 5th ACM/IEEE international conference on Human-robot interaction10.5555/1734454.1734554(267-274)Online publication date: 2-Mar-2010

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  1. 3-D modeling of spatial referencing language for human-robot interaction

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    cover image ACM Conferences
    HRI '06: Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
    March 2006
    376 pages
    ISBN:1595932941
    DOI:10.1145/1121241
    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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    Published: 02 March 2006

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    Author Tags

    1. human-robot interaction
    2. spatial language
    3. spatial reasoning
    4. stereo vision

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    HRI06
    HRI06: International Conference on Human Robot Interaction
    March 2 - 3, 2006
    Utah, Salt Lake City, USA

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    Overall Acceptance Rate 268 of 1,124 submissions, 24%

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    • (2010)Robot-directed speechProceedings of the 5th ACM/IEEE international conference on Human-robot interaction10.5555/1734454.1734554(267-274)Online publication date: 2-Mar-2010

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