Zobrazeno 1 - 10 of 27 pro vyhledávání: '"PACE, MICHELE"'
1
Dissertation/ Thesis
Stochastic models and methods for multi-object tracking
Autor: Pace, Michele
La poursuite multi-cibles a pour objet le suivi d’un ensemble de cibles mobiles à partir de données obtenues séquentiellement. Ce problème est particulièrement complexe du fait du nombre inconnu et variable de cibles, de la présence de bruit
Externí odkaz: http://www.theses.fr/2011BOR14291/document
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2
Report
Particle approximation of the intensity measures of a spatial branching point process arising in multi-target tracking
Autor: Caron, Francois, Del Moral, Pierre, Doucet, Arnaud, Pace, Michele
The aim of this paper is two-fold. First we analyze the sequence of intensity measures of a spatial branching point process arising in a multiple target tracking context. We study its stability properties, characterize its long time behavior and prov
Externí odkaz: http://arxiv.org/abs/1012.5360
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3
Report
On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering
Autor: Caron, Francois, Del Moral, Pierre, Pace, Michele, Ba-Ngu, Vo
We analyse the exponential stability properties of a class of measure-valued equations arising in nonlinear multi-target filtering problems. We also prove the uniform convergence properties w.r.t. the time parameter of a rather general class of stoch
Externí odkaz: http://arxiv.org/abs/1009.1845
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5
Akademický článek
ON THE CONDITIONAL DISTRIBUTIONS OF SPATIAL POINT PROCESSES
Autor: CARON, FRANÇOIS, DEL MORAL, PIERRE, DOUCET, ARNAUD, PACE, MICHELE
Publikováno v: Advances in Applied Probability, 2011 Jun 01. 43(2), 301-307.
Externí odkaz: https://www.jstor.org/stable/23024506
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7
Grid based PHD filtering by Fast Fourier Transform
Autor: Pace, Michele, Zhang, Huilong
Publikováno v: 14th International Conference on Fusion
14th International Conference on Fusion, Jul 2011, Chicago, United States
International audience; We propose an approach to calculate the Probability Hypothesis Density function on a numerical grid by using a method based on the convolution theorem and Fast Fourier transform. This approach provides a representation of the
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5b82d5410b51d32114a7d3845806dcd9
https://inria.hal.science/hal-00648109
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8
Particle approximations of a class of branching distribution flows arising in multi-target tracking
Autor: Caron, François, del Moral, Pierre, Doucet, Arnaud, Pace, Michele
Publikováno v: SIAM Journal on Control and Optimization
SIAM Journal on Control and Optimization, Society for Industrial and Applied Mathematics, 2011, 49 (4), pp.1766-1792. ⟨10.1137/100788987⟩
SIAM Journal on Control and Optimization, 2011, 49 (4), pp.1766-1792. ⟨10.1137/100788987⟩
International audience; We design a mean field and interacting particle interpretation of a class of spatial branching intensity models with spontaneous births arising in multiple-target tracking problems. In contrast to traditional Feynman-Kac type
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::7d31a65840fadcaf3884b66e6aef9927
http://hdl.handle.net/20.500.12278/115859
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