711 search results - page 105 / 143 » Applying Support Vector Machines to Imbalanced Datasets |
ICIP
2001
IEEE
16 years 1 months ago
2001
IEEE
Large margin classifiers have demonstrated their advantages in many visual learning tasks, and have attracted much attention in vision and image processing communities. In this pa...
MICCAI
2004
Springer
16 years 20 days ago
2004
Springer
We present a novel feature screening algorithm by deriving relevance measures from the decision boundary of Support Vector Machines. It alleviates the "independence" assu...
EMO
2009
Springer
15 years 6 months ago
2009
Springer
When training Support Vector Machine (SVM), selection of a training data set becomes an important issue, since the problem of overfitting exists with a large number of training da...
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AVBPA
2005
Springer
15 years 5 months ago
2005
Springer
This paper presents a 3D face recognition system based on geometrically localized facial features. We propose the feature extraction procedure using the geometrical characteristics...
IBPRIA
2005
Springer
15 years 5 months ago
2005
Springer
We present an approach to vision-based person detection in robotic applications that integrates top down template matching with bottom up classifiers. We detect components of the ...