74 search results - page 3 / 15 » Restricted Bayes Optimal Classifiers |
ICPR
2000
IEEE
13 years 10 months ago
2000
IEEE
At present, the common operation mechanism of multiple classifier systems is the combination of classifier outputs. Recently, some researchers pointed out the potentialities of â...
ECCV
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. Naive Bayes Nearest Neighbor (NBNN) is a feature-based image classiïŹer that achieves impressive degree of accuracy [1] by exploiting âImage-toClassâ distances and b...
CVPR
2010
IEEE
13 years 10 months ago
2010
IEEE
Kernel methods provide an efficient mechanism to derive nonlinear algorithms. In classification problems as well as in feature extraction, kernel-based approaches map the original...
CVPR
2007
IEEE
14 years 7 months ago
2007
IEEE
Discriminant Analysis (DA) methods have demonstrated their utility in countless applications in computer vision and other areas of research ? especially in the C class classificat...
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
We study hierarchical classification in the general case when an instance could belong to more than one class node in the underlying taxonomy. Experiments done in previous work sh...