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Multi-view body tracking with a detector-driven hierarchical particle filter
dc.contributor.author | Navarro, S. |
dc.contributor.author | López Méndez, Adolfo |
dc.contributor.author | Alcoverro Vidal, Marcel |
dc.contributor.author | Casas Pla, Josep Ramon |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2013-01-21T17:47:42Z |
dc.date.created | 2012 |
dc.date.issued | 2012 |
dc.identifier.citation | Navarro, S. [et al.]. Multi-view body tracking with a detector-driven hierarchical particle filter. A: Conference on Articulated Motion and Deformable Objects. "Articulated motion and deformable objects : 7th International Workshop, AMDO 2012 : proceedings". Springer, 2012, p. 82-91. |
dc.identifier.isbn | 978-3-642-31566-4 |
dc.identifier.uri | http://hdl.handle.net/2117/17456 |
dc.description.abstract | In this paper we present a novel approach to markerless human motion capture that robustly integrates body part detections in multiple views. The proposed method fuses cues from multiple views to enhance the propagation and observation model of particle filtering methods aiming at human motion capture. We particularize our method to improve arm tracking in the publicly available IXMAS dataset. Our experiments show that the proposed method outperforms other state-ofthe- art approaches. |
dc.format.extent | 10 p. |
dc.language.iso | eng |
dc.publisher | Springer |
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::Informàtica::Sistemes d'informació::Interacció home-màquina |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la imatge i del senyal vídeo |
dc.subject.lcsh | Kinematics |
dc.subject.lcsh | Human locomotion |
dc.subject.other | 3D reconstruction |
dc.subject.other | Body part detection |
dc.subject.other | Human motion capture |
dc.subject.other | Inverse kinematics |
dc.subject.other | Multi-view |
dc.title | Multi-view body tracking with a detector-driven hierarchical particle filter |
dc.type | Conference report |
dc.subject.lemac | Cinemàtica |
dc.subject.lemac | Imatges -- Processament |
dc.contributor.group | Universitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo |
dc.identifier.doi | 10.1007/978-3-642-31567-1_8 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://link.springer.com/static-content/0.5480/pdf/762/chp%253A10.1007%252F978-3-642-31567-1_8.pdf?token=1350400694525--ac6427d1948cfb8f1bed36592767680cbccabf04a72d26cbab32cad7e5ee199d6d848c40ff4aa5816b1b49cdca145954ea1c1a1f523c15e5225d000674283e1a&doi=10.1007%2F978-3-642-31567-1_8&contentType=chapter |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 10912323 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Navarro, S.; Lopez, A.; Alcoverro, M.; Casas, J. |
local.citation.contributor | Conference on Articulated Motion and Deformable Objects |
local.citation.publicationName | Articulated motion and deformable objects : 7th International Workshop, AMDO 2012 : proceedings |
local.citation.startingPage | 82 |
local.citation.endingPage | 91 |