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Article Dans Une Revue Optics Letters Année : 2008

Stochastic complexity integral image based technique for fast video tracking

Frédéric Galland
Pascal G.P. Martin

Résumé

We propose a new method based on the minimization of the stochastic complexity for fast and efficient tracking adapted to video images with a static camera. The obtained criterion combines the advantages of background-subtraction-based techniques and those of using measures of similarities to a target model without requiring any tuning of a weighting parameter. It is then demonstrated that this approach can be implemented with a fast integral image technique to estimate the location and the rectangular shape of the target in a few milliseconds.
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Dates et versions

hal-00338894 , version 1 (14-11-2008)

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  • HAL Id : hal-00338894 , version 1

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Jean-François Boulanger, Frédéric Galland, Pascal G.P. Martin, Philippe Réfrégier. Stochastic complexity integral image based technique for fast video tracking. Optics Letters, 2008, 33 (21), pp.2521-2523. ⟨hal-00338894⟩
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