ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
144
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
In this paper, a novel subspace learning method, semi-supervised marginal discriminant analysis (SMDA), is proposed for classification. SMDA aims at maintaining the intrinsic neig...
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
125
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
We improve Gaussian processes (GP) classification by reorganizing the (non-stationary and anisotropic) data to better fit to the isotropic GP kernel. First, the data is partitione...
129
Voted
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
This paper presents how to extract non-linear features by linear PCA. KPCA is effective but the computational cost is the drawback. To realize both non-linearity and low computati...
142
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Structure and motion estimation from long image sequences is a an important and difficult problem in computer vision. We propose a novel approach based on nonlinear and adaptive ...
118
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Virtually all existing classification techniques label one sample at a time. In this paper, we highlight the potential benefits of group based classification (GBC), where the clas...
109
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
In this paper, we present a novel technique to automatically generate optimum classification cascades. Given a powerful classifier SF with satisfactory accuracy and a set of N cla...
90
Voted
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
130
click to vote
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
In our previous study, we visualized microarray data of hepatocellular carcinoma (HCC) by using selforganizing-map, and investigated molecular signature representing the developme...