Publicación: On the effect of feedback in multilevel representation spaces for visual surveillance tasks
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Fecha
2009-01
Autores
Carmona, Enrique J.
Martínez Campos, Javier
Mira Mira, José
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Derechos de acceso
Atribución-NoComercial-SinDerivadas 4.0 Internacional
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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Editor
Elsevier
Resumen
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.
Descripción
Categorías UNESCO
Palabras clave
Visual Surveillance Systems, Video Sequence Interpretation, High Level Vision, Predictive Diagnosis Task, Feedback between Description Levels
Citación
Centro
E.T.S. de Ingeniería Informática
Departamento
Inteligencia Artificial