1617 search results - page 124 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
126
Voted
ICIP
2009
IEEE
16 years 3 months ago
2009
IEEE
A novel illumination invariant unsupervised multispectral texture segmentation method with unknown number of classes is presented. Multispectral texture mosaics are locally repres...
133
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ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
Flow cytometry (FC) is a powerful technology for rapid multivariate analysis and functional discrimination of cells. Current FC platforms generate large, high-dimensional datasets...
140
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AUTOMATICA
2010
15 years 2 months ago
2010
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
152
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RAS
2010
15 years 22 days ago
2010
We present a novel approach to estimating depth from single omnidirectional camera images by learning the relationship between visual features and range measurements available dur...
103
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ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
—In this paper we investigate the local probability density function (pdf) of natural signals in sparse domains. The statistical properties of natural signals are characterized m...