1137 search results - page 183 / 228 » Objective Functions for Feature Discrimination |
180
Voted
VLSISP
2010
15 years 1 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
125
Voted
CVPR
2001
IEEE
16 years 4 months ago
2001
IEEE
In this paper, we propose a novel method, called local nonnegative matrix factorization (LNMF), for learning spatially localized, parts-based subspace representation of visual pat...
110
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
For the first time, we perform normalized correlation template tracking in the modulation domain. For each frame of the video sequence, we compute a multi-component AM-FM image mo...
112
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ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
In this paper, we present a novel method for model estimation for visual servoing. This method employs a particle filter algorithm to estimate the depth of the image features onli...
124
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Although semi-supervised learning has been an active area of research, its use in deployed applications is still relatively rare because the methods are often difficult to impleme...