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Connected Operators on 3D data for human body analysis
dc.contributor.author | Alcoverro Vidal, Marcel |
dc.contributor.author | López Méndez, Adolfo |
dc.contributor.author | Pardàs Feliu, Montse |
dc.contributor.author | Casas Pla, Josep Ramon |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2012-07-04T15:56:43Z |
dc.date.created | 2011 |
dc.date.issued | 2011 |
dc.identifier.citation | Alcoverro, M. [et al.]. Connected Operators on 3D data for human body analysis. A: IEEE Conference on Computer Vision and Pattern Recognition. "2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops". 2011, p. 9-14. |
dc.identifier.isbn | 978-1-4577-0529-8 |
dc.identifier.uri | http://hdl.handle.net/2117/16172 |
dc.description.abstract | This paper presents a novel method for filtering and extraction of human body features from 3D data, either from multi-view images or range sensors. The proposed algorithm consists in processing the geodesic distances on a 3D surface representing the human body in order to find prominent maxima representing salient points of the human body. We introduce a 3D surface graph representation and filtering strategies to enhance robustness to noise and artifacts present in this kind of data. We conduct several experiments on different datasets involving 2 multi-view setups and 2 range data sensors: Kinect and Mesa SR4000. In all of them, the proposed algorithm shows a promising performance towards human body analysis with 3D data. |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Interacció home-màquina |
dc.subject.lcsh | Human locomotion |
dc.title | Connected Operators on 3D data for human body analysis |
dc.type | Conference report |
dc.subject.lemac | Mecànica humana |
dc.contributor.group | Universitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo |
dc.identifier.doi | 10.1109/CVPRW.2011.5981772 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5981772 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 9478799 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Alcoverro, M.; López-Méndez, A.; Pardas, M.; Casas, J. |
local.citation.contributor | IEEE Conference on Computer Vision and Pattern Recognition |
local.citation.publicationName | 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops |
local.citation.startingPage | 9 |
local.citation.endingPage | 14 |