Interactive multi-object tracking for virtual object manipulation

Show simple item record

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.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.ispartofseries ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences II-3 (2013), Nr. 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.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
dc.bibliographicCitation.firstPage 19
dc.bibliographicCitation.lastPage 24
dc.description.version publishedVersion
tib.accessRights frei zug�nglich


Files in this item

This item appears in the following Collection(s):

Show simple item record

 

Search the repository


Browse

My Account

Usage Statistics