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• W3085206710 abstract "Temperature estimation through infrared thermography is facing the lack of knowledge of the observed material’s emissivity. The derivation of the physical equations lead to an ill-posed problem. A new Kriged Interacting Particle Kalman Filter is proposed. A state space model relates the measurements to the temperature and the Kalman filter equations yield a filter tracking the temperature over time. Moreover, a particle filter associated to Kriging prediction is interacting with a bank of Kalman filters to estimate the time-varying parameters of the system. The efficiency of the algorithm is tested on a simulated sequence of infrared thermal images." @default.
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• W3085206710 date "2020-01-01" @default.
• W3085206710 modified "2023-10-17" @default.
• W3085206710 title "A Kriging-based Interacting Particle Kalman Filter for the simultaneous estimation of temperature and emissivity in Infra-Red imaging" @default.
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• W3085206710 doi "https://doi.org/10.1016/j.ifacol.2020.12.219" @default.
• W3085206710 hasPublicationYear "2020" @default.
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