57 search results - page 10 / 12 » Boosting Bayesian MAP Classification |
143
Voted
PAMI
2012
13 years 2 months ago
2012
—In this paper, we present a novel image classification system that is built around a core of trainable filter ensembles that we call Volterra kernel classifiers. Our system trea...
120
Voted
ICIP
2010
IEEE
14 years 10 months ago
2010
IEEE
Most approaches to learn classifiers for structured objects (e.g., images) use generative models in a classical Bayesian framework. However, state-of-the-art classifiers for vecto...
140
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BMCBI
2006
15 years 12 days ago
2006
Background: Inference of population stratification and individual admixture from genetic markers is an integrative part of a study in diverse situations, such as association mappi...
ICIP
2008
IEEE
15 years 6 months ago
2008
IEEE
—Beyond conventional linear and kernel-based feature extraction, we present a more generalized formulation for feature extraction in this paper. Two representative algorithms usi...
80
Voted
PAMI
2008
15 years 9 days ago
2008
Beyond conventional linear and kernel-based feature extraction, we present a more generalized formulation for feature extraction in this paper. Two representative algorithms using ...