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MVA
2006
15 years 3 months ago
The Agile Stereo Pair for active vision
This paper presents a new stereo sensor for active vision. Its cameras are mounted on two independent 2-DOF manipulators, themselves mounted on two translation stages. The system i...
Eric Samson, Denis Laurendeau, Marc Parizeau, Sylv...
PAMI
2008
140views more  PAMI 2008»
15 years 3 months ago
Simplifying Mixture Models Using the Unscented Transform
Mixture of Gaussians (MoG) model is a useful tool in statistical learning. In many learning processes that are based on mixture models, computational requirements are very demandin...
Jacob Goldberger, Hayit Greenspan, Jeremie Dreyfus...
124
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PE
2008
Springer
114views Optimization» more  PE 2008»
15 years 3 months ago
An efficient technique to analyze the impact of bursty TCP traffic in wide-area networks
In this paper we describe an analytical technique for the performance evaluation of wide-area networks carrying realistic TCP traffic, such as that produced by a large number of f...
Michele Garetto, Donald F. Towsley
PR
2008
104views more  PR 2008»
15 years 3 months ago
Generative models for similarity-based classification
A maximum-entropy approach to generative similarity-based classifiers model is proposed. First, a descriptive set of similarity statistics is assumed to be sufficient for classifi...
Luca Cazzanti, Maya R. Gupta, Anjali J. Koppal
PAMI
2006
90views more  PAMI 2006»
15 years 3 months ago
Selection of Generative Models in Classification
This paper is concerned with the selection of a generative model for supervised classification. Classical criteria for model selection assess the fit of a model rather than its abi...
Guillaume Bouchard, Gilles Celeux