dc.identifier.uri |
http://dx.doi.org/10.15488/1086 |
|
dc.identifier.uri |
http://www.repo.uni-hannover.de/handle/123456789/1110 |
|
dc.contributor.author |
Guo, Yibo
|
|
dc.contributor.author |
Yang, Michael Ying
|
|
dc.contributor.author |
Rosenhahn, Bodo
|
|
dc.contributor.editor |
Yilmaz, A.
|
|
dc.contributor.editor |
Ying Yang, M.
|
|
dc.contributor.editor |
Vizilter, Y.
|
|
dc.contributor.editor |
Mallet, C.
|
|
dc.date.accessioned |
2017-02-02T13:57:13Z |
|
dc.date.available |
2017-02-02T13:57:13Z |
|
dc.date.issued |
2013 |
|
dc.identifier.citation |
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 |
|
dc.description.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. |
eng |
dc.language.iso |
eng |
|
dc.publisher |
Göttingen : Copernicus GmbH |
|
dc.relation.ispartof |
ISPRS Workshop on Image Sequence Analysis 2013 (ISA13) : Antalya, Turkey, 11 November 2013 |
|
dc.relation.ispartofseries |
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; II-3/W2 |
|
dc.rights |
CC BY 3.0 Unported |
|
dc.rights.uri |
https://creativecommons.org/licenses/by/3.0/ |
|
dc.subject |
Kinect |
eng |
dc.subject |
multiple object tracking |
eng |
dc.subject |
gesture recognition |
eng |
dc.subject |
ICP |
eng |
dc.subject |
1D signature |
eng |
dc.subject.classification |
Konferenzschrift |
ger |
dc.subject.ddc |
550 | Geowissenschaften
|
ger |
dc.title |
Interactive multi-object tracking for virtual object manipulation |
|
dc.type |
Article |
|
dc.type |
Text |
|
dc.relation.essn |
2194-9050 |
|
dc.relation.isbn |
978-1-62993-506-5 |
|
dc.relation.issn |
2194-9034 |
|
dc.relation.doi |
https://doi.org/10.5194/isprsannals-II-3-W2-19-2013 |
|
dc.bibliographicCitation.issue |
W2 |
|
dc.bibliographicCitation.volume |
II-3/W2 |
|
dc.bibliographicCitation.firstPage |
19 |
|
dc.bibliographicCitation.lastPage |
24 |
|
dc.description.version |
publishedVersion |
|
tib.accessRights |
frei zug�nglich |
|