65 search results - page 1 / 13 » Kernel density estimation in adaptive tracking |
SIAMCO
2008
13 years 4 months ago
2008
We investigate the asymptotic properties of a recursive kernel density estimator associated with the driven noise of a linear regression in adaptive tracking. We provide an almost ...
HUMO
2007
Springer
13 years 11 months ago
2007
Springer
In this paper, we suggest to model priors on human motion by means of nonparametric kernel densities. Kernel densities avoid assumptions on the shape of the underlying distribution...
CDC
2008
IEEE
13 years 11 months ago
2008
IEEE
PRL
2002
13 years 4 months ago
2002
A new method of kernel density estimation with a varying adaptive window size is proposed. It is based on the socalled intersection of confidence intervals (ICI) rule. Several exa...
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
A new particle filter, Kernel Particle Filter (KPF), is proposed for visual tracking for multiple objects in image sequences. The KPF invokes kernels to form a continuous estimate...