Sciweavers

1102 search results - page 49 / 221
» Density Estimation Using Mixtures of Mixtures of Gaussians
Sort
View
ALT
2003
Springer
15 years 11 months ago
Kernel Trick Embedded Gaussian Mixture Model
In this paper, we present a kernel trick embedded Gaussian Mixture Model (GMM), called kernel GMM. The basic idea is to embed kernel trick into EM algorithm and deduce a parameter ...
Jingdong Wang, Jianguo Lee, Changshui Zhang
BMVC
1998
15 years 3 months ago
Gait Classification with HMMs for Trajectories of Body Parts Extracted by Mixture Densities
In this paper we describe a system for automatic gait analysis. Different kinds of human gait are recognized using sequences of grey
Dorthe Meyer, Josef Pösl, Heinrich Niemann
CLEAR
2006
Springer
142views Biometrics» more  CLEAR 2006»
15 years 5 months ago
Robust Appearance Modeling for Pedestrian and Vehicle Tracking
Abstract. This paper describes a system for tracking people and vehicles for stationary-camera visual surveillance. The appearance of objects being tracked is modeled using mixture...
Wael Abd-Almageed, Larry S. Davis
ACCV
2009
Springer
15 years 8 months ago
Levels of Details for Gaussian Mixture Models
Mixtures of Gaussians are a crucial statistical modeling tool at the heart of many challenging applications in computer vision and machine learning. In this paper, we first descri...
Vincent Garcia, Frank Nielsen, Richard Nock
IDA
2009
Springer
15 years 8 months ago
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation
Abstract. The underdetermined blind audio source separation problem is often addressed in the time-frequency domain by assuming that each time-frequency point is an independently d...
Simon Arberet, Alexey Ozerov, Rémi Gribonva...