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Jean-Yves Tourneret

University of Toulouse

SCHOLARLY PAPERS

3

DOWNLOADS

183

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A Variational Bayesian Marginalized Particle Filter for Jump Markov Nonlinear Systems with Unknown Measurement Noise Parameters

Number of pages: 29 Posted: 07 Sep 2024
CHENG CHENG, Jean-Yves Tourneret and Sinan Yıldırım
affiliation not provided to SSRN, University of Toulouse and affiliation not provided to SSRN
Downloads 87 (765,566)

Abstract:

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Jump Markov systems, State estimation, Marginalized particle filter, Variational inference.

2.

Change Detection in Hyperspectral and Radar/Multispectral Images Using an Unmixing-Based Multivariate Manifold Estimation

Number of pages: 25 Posted: 14 Jan 2025
Laura Viviana Galvis, Henry Arguello and Jean-Yves Tourneret
Universidad Industrial de Santander, Industrial University of Santander and University of Toulouse
Downloads 69 (891,180)

Abstract:

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Multimodal change detection, hyperspectral images, spectral unmixing, abundance map.

3.

Misspecified Parameter Estimation for Heavy-tailed noise models: Student's t-distribution or bivariance Gaussian mixtures?

Number of pages: 40 Posted: 10 Oct 2025
Hamish McPhee and Jean-Yves Tourneret
affiliation not provided to SSRN and University of Toulouse
Downloads 27 (1,399,036)

Abstract:

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Heavy-tailed distributions, Misspecified estimation, Cramér-Rao Bounds