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Serious Games with Human-Object Interactions using RGB-D Camera

Hubert P. H. Shum
Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013

Serious Games with Human-Object Interactions using RGB-D Camera

Abstract

Commercial RGB-D cameras typically require a clear posture without occlusion. This hugely limits the usability of the device for serious applications that require manipulation of external objects. In this paper, we propose an integrated framework to track motion and object during human-object interactions. We implement a data-driven posture reconstruction algorithm to correct wrongly tracked body parts during occlusions, as well as a computer vision based object tracking algorithm using the depth image. We demonstrate preliminary results in which the system tracks a user playing with a basketball.

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Citations

BibTeX

@inproceedings{shum13serious,
 author={Shum, Hubert P. H.},
 booktitle={Proceedings of the 2013 ACM International Conference on Motion in Games},
 series={MIG '13},
 title={Serious Games with Human-Object Interactions using RGB-D Camera},
 year={2013},
 month={11},
 numpages={1},
 publisher={Springer-Verlag},
 Address={Berlin, Heidelberg},
 location={Dublin, Ireland},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2013 ACM International Conference on Motion in Games
TI  - Serious Games with Human-Object Interactions using RGB-D Camera
PY  - 2013
Y1  - 11 2013
PB  - Springer-Verlag
ER  - 

Plain Text

Hubert P. H. Shum, "Serious Games with Human-Object Interactions using RGB-D Camera," in MIG '13: Proceedings of the 2013 ACM International Conference on Motion in Games, Dublin, Ireland, Springer-Verlag, Nov 2013.

Supporting Grants

Similar Research

Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi, "Real-Time Posture Reconstruction for Microsoft Kinect", IEEE Transactions on Cybernetics (TCyb), 2013
Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum, "Posture Reconstruction Using Kinect with a Probabilistic Model", Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology (VRST), 2014
Kevin Mackay, Hubert P. H. Shum and Taku Komura, "Environment Capturing with Microsoft Kinect", Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2012
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models", IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016
Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Filtered Pose Graph for Efficient Kinect Pose Reconstruction", Multimedia Tools and Applications (MTAP), 2017

 

 

Last updated on 17 February 2024
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