dc.contributor.author | Antonio, Juan Alberto | de |
dc.contributor.author | Romero, Marcelo | de |
dc.date.accessioned | 2021-01-20T11:40:46Z | |
dc.date.available | 2021-01-20T11:40:46Z | |
dc.date.available | 2021-01-20T11:40:46Z | |
dc.date.issued | 2020 | de |
dc.identifier.issn | 2395-8782 | de |
dc.identifier.uri | https://www.ssoar.info/ssoar/handle/document/71219 | |
dc.description.abstract | Se provee un detector de peatones con el algoritmo modelos de forma activa (ASM), con las etapas entrenamiento (PDM) y ajuste (ASM). Con PDM, se marcan 50 landmarks y se extraen los perfiles de grises en la silueta de cada peatón en 137 imágenes (peatón 1 y peatón 2) aplicando los modos de variación (PCA). El aporte de este trabajo es el ajuste y detección de un peatón a pesar de las variaciones. Al final con los resultados evaluados con leave one out en cada imagen de 1 080 × 720 pixeles y con la métrica del error cuadrático medio (MSE) se obtiene un promedio total de 12.7 pixeles en la distancia de error entre los landmarks originales y los landmarks estimados. | de |
dc.description.abstract | A pedestrian detector is provided with the algorithm models of active shape (ASM), with the stages: training (PDM) and adjustment (ASM). With PDM, 50 landmarks are marked, and gray profiles are extracted in the silhouette of each pedestrian in 137 images (pedestrian 1 and pedestrian 2) applying the variation modes (PCA). The contribution of this work is the adjustment and detection of a pedestrian despite the variations. At the end, the results evaluated with leave one out in each 1 080 × 720 pixels image and with the mean square error (MSE) metric, a total average of 12.7 pixels is obtained in the error distance between the original landmarks and the estimated landmarks. | de |
dc.language | es | de |
dc.subject.ddc | Sozialwissenschaften, Soziologie | de |
dc.subject.ddc | Social sciences, sociology, anthropology | en |
dc.subject.other | active shape models; marking; adjustment; shape variations | de |
dc.title | Detección de peatones con variaciones de forma al caminar con Modelos de Forma Activa | de |
dc.title.alternative | Pedestrian's detection with shape variations when walking with Active Shape Models | de |
dc.description.review | begutachtet (peer reviewed) | de |
dc.description.review | peer reviewed | en |
dc.source.journal | CIENCIA ergo-sum : revista científica multidisciplinaria de la Universidad Autónoma del Estado de México | |
dc.source.volume | 27 | de |
dc.publisher.country | MISC | |
dc.source.issue | 3 | de |
dc.subject.classoz | Erhebungstechniken und Analysetechniken der Sozialwissenschaften | de |
dc.subject.classoz | Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods | en |
dc.subject.thesoz | pedestrian | en |
dc.subject.thesoz | Fußgänger | de |
dc.identifier.urn | urn:nbn:de:0168-ssoar-71219-0 | |
dc.rights.licence | Creative Commons - Attribution-Noncommercial-No Derivative Works 4.0 | en |
dc.rights.licence | Creative Commons - Namensnennung, Nicht kommerz., Keine Bearbeitung 4.0 | de |
ssoar.contributor.institution | Universidad Autónoma del Estado de México | de |
internal.status | formal und inhaltlich fertig erschlossen | de |
internal.identifier.thesoz | 10044567 | |
dc.type.stock | article | de |
dc.type.document | journal article | en |
dc.type.document | Zeitschriftenartikel | de |
dc.source.pageinfo | 426-440 | de |
internal.identifier.classoz | 10105 | |
internal.identifier.journal | 818 | |
internal.identifier.document | 32 | |
dc.rights.sherpa | Blue Publisher | en |
dc.rights.sherpa | Blauer Verlag | de |
internal.identifier.ddc | 300 | |
dc.identifier.doi | https://doi.org/10.30878/ces.v27n3a10 | de |
dc.description.pubstatus | Published Version | en |
dc.description.pubstatus | Veröffentlichungsversion | de |
internal.identifier.sherpa | 2 | |
internal.identifier.licence | 20 | |
internal.identifier.pubstatus | 1 | |
internal.identifier.review | 1 | |
ssoar.licence.dfg | true | de |
internal.embargo.terms | 2020-02-11 | |
internal.pdf.wellformed | true | |
internal.pdf.encrypted | false | |