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Real-time segmentation of stereo videos on a portable system with a mobile GPU
dc.contributor.author | Abramov, Alexey |
dc.contributor.author | Pauwels, Karl |
dc.contributor.author | Papon, Jeremie |
dc.contributor.author | Wörgötter, Florentin |
dc.contributor.author | Dellen, Babette |
dc.contributor.other | Institut de Robòtica i Informàtica Industrial |
dc.date.accessioned | 2013-02-22T16:58:21Z |
dc.date.available | 2013-02-22T16:58:21Z |
dc.date.created | 2012 |
dc.date.issued | 2012 |
dc.identifier.citation | Abramov, A. [et al.]. Real-time segmentation of stereo videos on a portable system with a mobile GPU. "IEEE transactions on circuits and systems for video technology", 2012, vol. 22, núm. 9, p. 1292-1305. |
dc.identifier.issn | 1051-8215 |
dc.identifier.uri | http://hdl.handle.net/2117/17952 |
dc.description.abstract | In mobile robotic applications, visual information needs to be processed fast despite resource limitations of the mobile system. Here a novel real-time framework for model- free spatio-temporal segmentation of stereo videos is presented. It combines real-time optical flow and stereo with image seg- mentation and runs on a portable system with an integrated mobile GPU. The system performs on-line, automatic and dense segmentation of stereo videos and serves as a visual front- end for preprocessing in mobile robots, providing a condensed representation of the scene which can potentially be utilized in various applications, e.g., object manipulation, manipulation recognition, visual servoing. The method was tested on real-world sequences with arbitrary motions including videos acquired with a moving camera. |
dc.format.extent | 14 p. |
dc.language.iso | eng |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Reconeixement de formes |
dc.subject.lcsh | Pattern recognition systems |
dc.subject.other | pattern recognition PARAULES AUTOR: video segmentation |
dc.title | Real-time segmentation of stereo videos on a portable system with a mobile GPU |
dc.type | Article |
dc.subject.lemac | Reconeixement de formes (Informàtica) / Imatges -- Processament |
dc.contributor.group | Universitat Politècnica de Catalunya. ROBiri - Grup de Robòtica de l'IRI |
dc.identifier.doi | 10.1109/TCSVT.2012.2199389 |
dc.description.peerreviewed | Peer Reviewed |
dc.subject.inspec | Classificació INSPEC::Pattern recognition |
dc.relation.publisherversion | http://dx.doi.org/10.1109/TCSVT.2012.2199389 |
dc.rights.access | Open Access |
local.identifier.drac | 10805083 |
dc.description.version | Postprint (author’s final draft) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/269959/EU/Intelligent observation and execution of Actions and manipulations/INTELLACT |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/270273/EU/Robots Bootstrapped through Learning from Experience/XPERIENCE |
local.citation.author | Abramov, A.; Pauwels, K.; Papon, J.; Wörgötter , F.; Dellen, B. |
local.citation.publicationName | IEEE transactions on circuits and systems for video technology |
local.citation.volume | 22 |
local.citation.number | 9 |
local.citation.startingPage | 1292 |
local.citation.endingPage | 1305 |
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