Continuous tracking of structures from an image sequence

Yann Lepoittevin; Isabelle Herlin; Dominique Béréziat

Continuous tracking of structures from an image sequence

Yann Lepoittevin ^{1, 2} Isabelle Herlin ^{1, 2} Dominique Béréziat ³

1 Clime - Coupling environmental data and simulation models for software integration

Inria Paris-Rocquencourt

2 CEREA - Centre d'Enseignement et de Recherche en Environnement Atmosphérique

3 PEQUAN - Performance et Qualité des Algorithmes Numériques

LIP6 - Laboratoire d'Informatique de Paris 6

Abstract : The talk describes an innovative method to simultaneously estimate motion and track a structure on an image sequence. To process noisy images, assumptions on dynamics should be involved. Consequently, the method relies on the dynamics equations of the studied physical system. Promissing results have been obtained on twin experiments in order to quantify the accuracy of the method. The approach has also been tested on satellite acquisitions in order to track clouds an meteorological satellite acquisitions. Further research will concern the conception of a multi-object tracking method.

Document type :

Conference papers

Domain :

Computer Science [cs] / Modeling and Simulation

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https://hal.inria.fr/hal-00873748
Contributor : Nathalie Gaudechoux <>
Submitted on : Monday, October 21, 2013 - 4:02:53 PM
Last modification on : Thursday, March 21, 2019 - 2:31:18 PM
Long-term archiving on : Friday, April 7, 2017 - 11:50:16 AM

GDRE-2013-LEPOITTEVIN-Yann.pdf

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Continuous tracking of structures from an image sequence

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