101 search results - page 17 / 21 » Fisher Discrimination Dictionary Learning for Sparse Represe... |
112
Voted
NIPS
2004
15 years 1 months ago
2004
We study gender discrimination of human faces using a combination of psychophysical classification and discrimination experiments together with methods from machine learning. We r...
100
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ICIP
2008
IEEE
16 years 1 months ago
2008
IEEE
In this paper, we address the problem of hallucinating a high resolution face given a low resolution input face. The problem is approached through sparse coding. To exploit the fa...
158
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CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
Sparse representation has been applied to visual tracking by finding the best candidate with minimal reconstruction error using target templates. However most sparse representati...
102
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ICML
2004
IEEE
16 years 14 days ago
2004
IEEE
Kernel conditional random fields (KCRFs) are introduced as a framework for discriminative modeling of graph-structured data. A representer theorem for conditional graphical models...
96
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ICML
2007
IEEE
16 years 14 days ago
2007
IEEE
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...