The Use of Gaussian Processes as Particles for Sequential Monte Carlo Estimation of Time-Varying Functions.

Yuhao Liu Petar M. Djuric

Published in: EUSIPCO (2021)

Keyphrases

gaussian processes
sequential monte carlo
gaussian process
importance sampling
particle filter
gaussian process regression
posterior distribution
hyperparameters
visual tracking
monte carlo
multi task
particle filtering
parameter estimation
computer vision
closed form
state space
training set
support vector