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Image-Based Multi-Target Tracking through Multi-Bernoulli Filtering with Interactive Likelihoods

We develop an interactive likelihood (ILH) for sequential Monte Carlo (SMC) methods for image-based multiple target tracking applications. The purpose of the ILH is to improve tracking accuracy by reducing the need for data association. In addition, we integrate a recently developed deep neural netw...

詳細記述

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書誌詳細
出版年:Sensors (Basel)
主要な著者: Hoak, Anthony, Medeiros, Henry, Povinelli, Richard J.
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2017
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC5375787/
https://ncbi.nlm.nih.gov/pubmed/28273796
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17030501
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