131 search results - page 1 / 27 » Probabilistic Image-Based Tracking: Improving Particle Filte... |
IBPRIA
2005
Springer
13 years 9 months ago
2005
Springer
Condensation is a widely-used tracking algorithm based on particle filters. Although some results have been achieved, it has several unpleasant behaviours. In this paper, we highl...
ISBI
2007
IEEE
13 years 10 months ago
2007
IEEE
Quantitative analysis of dynamical processes in living cells by means of fluorescence microscopy imaging requires tracking of hundreds of bright spots in noisy image sequences. D...
ECCV
2000
Springer
14 years 6 months ago
2000
Springer
A new probabilistic background model based on a Hidden Markov Model is presented. The hidden states of the model enable discrimination between foreground, background and shadow. Th...
ICIP
2005
IEEE
13 years 10 months ago
2005
IEEE
—Particle filter is a powerful visual tracking tool based on sequential Monte Carlo framework, and it needs large numbers of samples to properly approximate the posterior density...
IPMI
2007
Springer
14 years 5 months ago
2007
Springer
Modern live cell fluorescence microscopy imaging systems, used abundantly for studying intra-cellular processes in vivo, generate vast amounts of noisy image data that cannot be pr...