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- W338045585 abstract "Particle filter is a probability estimation method based on Bayesian framework and it has unique advantage to describe the target tracking non-linear and non-Gaussian. In this paper, firstly, analyses the particle degeneracy and sample impoverishment in particle filter multi-target tracking algorithm, and secondly, it applies Markov Chain Monte Carlo (MCMC) method to improve re-sampling process and enhance performance of particle filter algorithm. Finally, the performance of the proposed method is certificated by experiment that tracking multiple targets of similar appearance and complex motion. The results show the efficacy of the proposed method in multi-target tracking." @default.
- W338045585 created "2016-06-24" @default.
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- W338045585 date "2011-01-01" @default.
- W338045585 modified "2023-09-23" @default.
- W338045585 title "The Application of Particle Filter Algorithm in Multi-target Tracking" @default.
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- W338045585 doi "https://doi.org/10.1007/978-3-642-25986-9_65" @default.
- W338045585 hasPublicationYear "2011" @default.
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