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Dynamic object detection fusing LIDAR data and images
| dc.contributor.author | Ortega Jimenez, Agustin Alberto |
| dc.contributor.author | Andrade-Cetto, Juan |
| dc.contributor.other | Institut de Robòtica i Informàtica Industrial |
| dc.date.accessioned | 2015-05-25T18:26:21Z |
| dc.date.available | 2015-05-25T18:26:21Z |
| dc.date.created | 2014 |
| dc.date.issued | 2014 |
| dc.identifier.citation | Ortega Jimenez, A.; Andrade-Cetto, J. Dynamic object detection fusing LIDAR data and images. A: Taller de Procesamiento de Imágenes. "Proceedings of the 10th Taller de Procesamiento de Imágenes". Guanajuato: 2014. |
| dc.identifier.uri | http://hdl.handle.net/2117/28040 |
| dc.description.abstract | We present a method to segment dynamic objects on point clouds using images and 3D laser data. Per-pixel background classes are adapted online as Gaussian Mixtures independently for each sensor. The learned classes are fused labeling pixels/voxels that belong to either the background, or the dynamic objects We pay special attention in the calibration and synchronization modules to reach accuracy in registration and data association. We show results of people segmentation in indoor scenes using a Velodyne sensor at a high frame-rate . |
| 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::Informàtica::Automàtica i control |
| dc.subject.other | computer vision |
| dc.title | Dynamic object detection fusing LIDAR data and images |
| dc.type | Conference lecture |
| dc.contributor.group | Universitat Politècnica de Catalunya. VIS - Visió Artificial i Sistemes Intel·ligents |
| dc.subject.inspec | Classificació INSPEC::Pattern recognition::Computer vision |
| dc.relation.publisherversion | http://pi2014.eventos.cimat.mx/ |
| dc.rights.access | Open Access |
| local.identifier.drac | 15263769 |
| dc.description.version | Postprint (author’s final draft) |
| local.citation.author | Ortega Jimenez, A.; Andrade-Cetto, J. |
| local.citation.contributor | Taller de Procesamiento de Imágenes |
| local.citation.pubplace | Guanajuato |
| local.citation.publicationName | Proceedings of the 10th Taller de Procesamiento de Imágenes |
