Interactive multi-object tracking for virtual object manipulation

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Guo, Yibo; Yang, Michael Ying; Rosenhahn, Bodo: Interactive multi-object tracking for virtual object manipulation. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences II-3 (2013), Nr. W2, S. 19-24. DOI: https://doi.org/10.5194/isprsannals-II-3-W2-19-2013

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To cite the version in the repository, please use this identifier: https://doi.org/10.15488/1086

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Sum total of downloads: 120




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Abstract: 
We present an interactive system to manipulate a virtual object by tracking multiple hands in 3D space using a Kinect device. The system segments hand shapes from a captured 3D scene by using depth information and active contours. A hand shape is recognized by a trained naive Bayes classifier, whether it belongs to a palm, a pointing hand form or both hands with simple occlusion. A plane is approximated by using RANSAC for a palm hand form, while a vector from the hand centroid to the fingertip is obtained for a pointing hand form by using ICP as tracking method. A shape of simple occluded two hands is split into a palm and an incomplete pointing hand form, whose missing data is estimated by using PCA. The system works in semi-real time.
License of this version: CC BY 3.0 Unported
Document Type: article
Publishing status: publishedVersion
Issue Date: 2013
Appears in Collections:Fakultät für Elektrotechnik und Informatik

distribution of downloads over the selected time period:

downloads by country:

pos. country downloads
total perc.
1 image of flag of Germany Germany 85 70.83%
2 image of flag of United States United States 7 5.83%
3 image of flag of China China 6 5.00%
4 image of flag of Russian Federation Russian Federation 3 2.50%
5 image of flag of Estonia Estonia 3 2.50%
6 image of flag of No geo information available No geo information available 2 1.67%
7 image of flag of Brazil Brazil 2 1.67%
8 image of flag of Paraguay Paraguay 1 0.83%
9 image of flag of Netherlands Netherlands 1 0.83%
10 image of flag of India India 1 0.83%
    other countries 9 7.50%

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