artículo de publicación periódica.page.titleprefix Pedestrian tracking using probability fields and a movement feature space
dc.contributor.author | Negri, Pablo | |
dc.contributor.author | Garayalde, Damián | |
dc.date.accessioned | 2019-07-10T13:52:40Z | |
dc.date.available | 2019-07-10T13:52:40Z | |
dc.date.issued | 2017-12 | |
dc.description.abstract | "Retrieving useful information from video sequences, such as the dynamics of pedestrians, and other moving objects on a video sequence, leads to further knowledge of what is happening on a scene. In this paper, a Target Framework associates each person with an autonomous entity, modeling its trajectory and speed by using a state machine. The particularity of our methodology is the use of a Movement Feature Space (MFS) to generate descriptors for classifiers and trackers. This approach is applied to two public sequences (PETS2009 and TownCentre). The results of this tracking outperform other algorithms reported in the literature, which have, however, a higher computational complexity." | en |
dc.identifier.issn | 2346-2183 | |
dc.identifier.uri | http://ri.itba.edu.ar/handle/123456789/1639 | |
dc.language.iso | en | en |
dc.relation | info:eu-repo/semantics/reference/doi/10.15446/dyna.v84n200.57028 | |
dc.relation | info:eu-repo/grantAgreement/ANPCyT/PICT/2283/AR. Ciudad Autónoma de Buenos Aires | |
dc.relation | info:eu-repo/grantAgreement/UADE/ACyT/ A15T14/AR. Ciudad Autónoma de Buenos Aires | |
dc.relation | info:eu-repo/grantAgreement/CONICET/AR. Ciudad Autónoma de Buenos Aires | |
dc.rights | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | PEATONES | es |
dc.subject | PROBABILIDAD | es |
dc.subject | DINAMICA | es |
dc.subject | SEGUIMIENTO | es |
dc.title | Pedestrian tracking using probability fields and a movement feature space | en |
dc.type | Artículos de Publicaciones Periódicas | es |
dc.type | info:eu-repo/semantics/publishedVersion | |
dspace.entity.type | Artículo de Publicación Periódica | |
itba.description.filiation | Fil: Negri, Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. | |
itba.description.filiation | Fil: Negri, Pablo. Universidad Argentina de la Empresa; Argentina. | |
itba.description.filiation | Fil: Garayalde, Damian. Instituto Tecnológico de Buenos Aires; Argentina. |