Computationally efficient application of Sequential Monte Carlo expectation maximization to confined single particle tracking.

Ye Lin Sean B. Andersson

Published in: ECC (2021)

Keyphrases

sequential monte carlo
computationally efficient
particle filter
expectation maximization
visual tracking
particle filtering
maximum likelihood
em algorithm
appearance model
probability density function
markov chain
mixture model
parameter estimation
multiple targets