On the effect of feedback in multilevel representation spaces for visual surveillance tasks

Carmona, Enrique J., Rincón, Mariano, Bachiller, Margarita, Martínez Campos, Javier, Martínez Tomás, Rafael y Mira, José . (2009) On the effect of feedback in multilevel representation spaces for visual surveillance tasks. Neurocomputing 72(4-6), 916-927 (2009)

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Título On the effect of feedback in multilevel representation spaces for visual surveillance tasks
Autor(es) Carmona, Enrique J.
Rincón, Mariano
Bachiller, Margarita
Martínez Campos, Javier
Martínez Tomás, Rafael
Mira, José
Materia(s) Informática
Ingeniería Informática
Abstract In this work we propose a general top–down feedback scheme between adjacent description levels to interpret video sequences. This scheme distinguishes two types of feedback: repair-oriented feedback and focus-oriented feedback. With the first it is possible to improve the system's performance and produce more reliable and consistent information, and with the second it is possible to adjust the computational load to match the aims. Finally, the general feedback scheme is used in different examples for a visual surveillance application which improved the final result of each description level by using the information in the higher adjacent level.
Palabras clave Visual Surveillance Systems
Video Sequence Interpretation
High Level Vision
Predictive Diagnosis Task
Feedback between Description Levels
Editor(es) Elsevier
Fecha 2009-01
Formato application/pdf
Identificador bibliuned:95-Ejcarmona-0014
http://e-spacio.uned.es/fez/view/bibliuned:95-Ejcarmona-0014
DOI - identifier http://dx.doi.org/10.1016/j.neucom.2008.06.013
ISSN - identifier 1872-8286
Nombre de la revista Neurocomputing
Número de Volumen 72
Número de Issue 4-6
Página inicial 916
Página final 927
Publicado en la Revista Neurocomputing 72(4-6), 916-927 (2009)
Idioma eng
Versión de la publicación acceptedVersion
Tipo de recurso Article
Derechos de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de acceso Acceso abierto
Notas adicionales This is an Accepted Manuscript of an article published by Elsevier in "Neurocomputing 72(4-6), 916-927 (2009)", available at: http://dx.doi.org/10.1016/j.neucom.2008.06.013
Notas adicionales Este es el manuscrito aceptado del artículo publicado por Elsevier en "Neurocomputing 72(4-6), 916-927 (2009)", disponible en: http://dx.doi.org/10.1016/j.neucom.2008.06.013

 
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