428 search results - page 30 / 86 » An Algorithm for Intrinsic Dimensionality Estimation |
138
Voted
ICIP
2010
IEEE
15 years 1 months ago
2010
IEEE
Texture classification is a classical yet still active topic in computer vision and pattern recognition. Recently, several new texture classification approaches by modeling textur...
115
Voted
DAGM
1995
Springer
15 years 7 months ago
1995
Springer
We introduce a learning algorithm for the weights in a very common class of discrimination functions usually called weighted average". Di erent submodules are produced by som...
126
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ICCV
2003
IEEE
16 years 5 months ago
2003
IEEE
Example-based methods are effective for parameter estimation problems when the underlying system is simple or the dimensionality of the input is low. For complex and high-dimensio...
129
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ITCC
2005
IEEE
15 years 9 months ago
2005
IEEE
We propose a novel, computationally efficient generative topographic model for inferring low dimensional representations of high dimensional data sets, designed to exploit data s...
123
Voted
SOCO
2008
Springer
15 years 3 months ago
2008
Springer
We introduce a new method for data clustering based on a particular Gaussian mixture model (GMM). Each cluster of data, modeled as a GMM into an input space, is interpreted as a hy...