Real-Time tracking using multiple target models

Authors:
Manuel J. Lucena;José M. Fuertes;Nicolás Pérez de la Blanca
Affiliations:
Departamento de Informatica, Escuela Politecnica Superior, Universidad de Jaen, Jaen, Spain;Departamento de Informatica, Escuela Politecnica Superior, Universidad de Jaen, Jaen, Spain;Departamento de Ciencias de la Computacion e Inteligencia Artificial, ETSII. Universidad de Granada, Granada, Spain
Venue:
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Year:
2005

Citing 3
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Abstract

Using Comaniciu et al.'s approach as a basis, [9], this paper presents a real-time tracking technique in which a multiple target model is used. The use of a multiple model shall enable us to provide the tracking scheme with a greater robustness for tracking tasks on sequences in which there are changes in the lighting of the tracked object. In order to do so, a selection function is defined for the model to be used in the search process of the object in each frame.