1627 search results - page 159 / 326 » Multi-Instance Mixture Models |
83
Voted
CORR
2006
Springer
15 years 2 months ago
2006
Springer
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
ICMCS
2007
IEEE
15 years 8 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...
102
Voted
INTERSPEECH
2010
14 years 9 months ago
2010
Current speech recognition systems are often based on HMMs with state-clustered Gaussian Mixture Models (GMMs) to represent the context dependent output distributions. Though high...
111
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FGR
2000
IEEE
15 years 6 months ago
2000
IEEE
Detecting faces in images with complex backgrounds is a difficult task. Our approach, which obtains state of the art results, is based on a generative neural network model: the C...
132
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IJON
2002
15 years 2 months ago
2002
A generalized ICA model allowing overcomplete bases and additive noises in the observables is applied to natural image data. It is well known that such a model produces independen...