Search Results for author: Donald J. Bucci Jr.

Found 2 papers, 0 papers with code

On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking

no code implementations27 Jun 2023 Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney

However, only a limited discussion has been provided regarding key Gibbs sampler architecture details including the Markov chain Monte Carlo sample generation technique and early termination criteria.

Multi-Object Tracking

Multi-sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking

no code implementations11 Aug 2021 Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney

A naive construction of the multi-sensor measurement adaptive birth set distribution leads to an exponential number of newborn components in the number of sensors.

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