1403 search results - page 125 / 281 » Sampling Techniques for Kernel Methods |
CSSC
2008
14 years 10 months ago
2008
Nonparametric regression can be considered as a problem of model choice. In this paper we present the results of a simulation study in which several nonparametric regression techn...
119
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CVPR
2008
IEEE
14 years 10 months ago
2008
IEEE
Learning a robust projection with a small number of training samples is still a challenging problem in face recognition, especially when the unseen faces have extreme variation in...
109
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ICCAD
2003
IEEE
15 years 7 months ago
2003
IEEE
Translating digital signal processing (DSP) software into its finite-precision hardware implementation is often a timeconsuming task. We describe a new static analysis technique ...
100
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AIPS
2006
14 years 11 months ago
2006
In this paper, we present a motion planning framework for a fully deployed autonomous unmanned aerial vehicle which integrates two sample-based motion planning techniques, Probabi...
ICIP
2004
IEEE
15 years 11 months ago
2004
IEEE
We present a new fast algorithm for background modeling and subtraction. Sample background values at each pixel are quantized into codebooks which represent a compressed form of b...