Evento
Data fusion BAUE estimation of a deterministic vector, applications to image noise and blur reduction
Tipo del evento:
Jornada
Nombre del evento:
39 Jornadas Argentinas de Informatica; 11th Argentine Symposium on Technology
Fecha del evento:
30/08/2010
Institución Organizadora:
Sociedad Argentina de Investigación Operativa;
Título de la revista:
Anales de AST 2010
Editorial:
Sociedad Argentina de Investigación Operativa
ISSN:
1850-2806
Idioma:
Español
Clasificación temática:
Resumen
In this work1 we conceive centralized data fusion as a deterministic parameter estimation problem. Two di erent criterions are compared: best a ne unbiased fusion rule (BAUE), and Maximum Likelihood for Gaussian measurement noise. Estimates are described in terms of their covariance matrices, the Cramer-Rao lower bound and simulations. The developed fusion rules are suited to two di erent image fusion cases: noise reduction under di erently exposed images, and blur reduction based on lens response knowledge
Palabras clave:
MULTI-SENSOR FUSION
,
IMAGE FUSION
,
BAUE
,
MAXIMUM LIKELIHOOD,
,
MMSE ESTIMATION.
Archivos asociados
Tamaño:
1.542Mb
Formato:
PDF
Licencia
Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción:
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Unported (CC BY-NC-SA 2.5)
Identificadores
Colecciones
Eventos(IAM)
Eventos de INST.ARG.DE MATEMATICAS "ALBERTO CALDERON"
Eventos de INST.ARG.DE MATEMATICAS "ALBERTO CALDERON"
Citación
Data fusion BAUE estimation of a deterministic vector, applications to image noise and blur reduction; 39 Jornadas Argentinas de Informatica; 11th Argentine Symposium on Technology; Buenos Aires; Argentina; 2010; 1551-1562
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