239 search results - page 2 / 48 » Gaussian Processes for Object Categorization |
DAGM
1999
Springer
13 years 9 months ago
1999
Springer
IMCSIT
2010
12 years 11 months ago
2010
In this paper, we have introduced a hierarchical object categorization method with automatic feature selection. A hierarchy obtained by natural similarities and properties is learn...
CVPR
2004
IEEE
13 years 8 months ago
2004
IEEE
This paper formulates the problem of object categorization in the discriminant analysis framework focusing on transforming visual feature data so as to make it conform to the comp...
PAMI
2008
13 years 4 months ago
2008
Mixture of Gaussians (MoG) model is a useful tool in statistical learning. In many learning processes that are based on mixture models, computational requirements are very demandin...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
In this work we deal with the problem of modelling and exploiting the interaction between the processes of image segmentation and object categorization. We propose a novel framewo...