45 citations · 68 across the 10 of their papers we have counts for
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3 papers · 1 filter
eess.SP2020
The Trajectory PHD Filter for Jump Markov System Models and Its Gaussian Mixture Implementation
Boxiang Zhang, Wei Yi
The trajectory probability hypothesis density filter (TPHD) is capable of producing trajectory estimates in first principle without adding labels or tags. In this paper, we propose…
eess.SY2020
Distributed multi-view multi-target tracking based on CPHD filtering
Guchong Li, Giorgio Battistelli, Luigi Chisci +2
This paper addresses distributed multi-target tracking (DMTT) over a network of sensors having different fields-of-view (FoVs). Specifically, a cardinality probability hypothesis d…
eess.SP2020★ 3 cited
Supervised Learning Based Online Tracking Filters: An XGBoost Implementation
Jie Deng, Wei Yi
The target state filter is an important module in the traditional target tracking framework. In order to get satisfactory tracking results, traditional Bayesian methods usually nee…