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Antonia Papandreou-Suppappola

3 accepted papers

2019

Random Infinite Tree and Dependent Poisson Diffusion Process for Nonparametric Bayesian Modeling in Multiple Object Tracking

ICASSP 2019accepted

Recent methods for tracking multiple objects have addressed important issues such as time-varying cardinality, unordered sets of measurements, and object labeling. Another challenge is how to robustly associate objects on a new scene with previously estimated objects. We propose a new method to trac…

Cited by 0SourceScholar
2015

Estimation of rapidly varying sea clutter using nearest Kronecker product approximation

ICASSP 2015accepted

In this paper, we propose a method to estimate the space-time covariance matrix of rapidly varying sea clutter. The method first develops a dynamic state space representation for the covariance matrix and then approximates the covariance using the nearest Kronecker product to reduce computational co…

Cited by 0SourceScholar