140 search results - page 22 / 28 » Gaussian Mean-Shift Is an EM Algorithm |
119
Voted
ICIP
2001
IEEE
16 years 5 months ago
2001
IEEE
Gauss mixtures have gained popularity in statistics and statistical signal processing applications for a variety of reasons, including their ability to well approximatea large cla...
147
Voted
ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
We present an example of a joint spatial and temporal task learning algorithm that results in a generative model that has applications for on-line visual control. We review work o...
127
click to vote
ICIP
2009
IEEE
16 years 4 months ago
2009
IEEE
We propose a new approach for the restoration of polarimetric Stokes images, capable of simultaneously segmenting and restoring the images. In order to easily handle the admissibi...
133
click to vote
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We study the common problem of approximating a target matrix with a matrix of lower rank. We provide a simple and efficient (EM) algorithm for solving weighted low-rank approximat...
108
Voted
ICMCS
2007
IEEE
15 years 9 months ago
2007
IEEE
We present a two-layer generative model for sport video mining that is composed of a two-layer observation model. The first layer is the Gaussian mixture model (GMM) using framew...