387 search results - page 14 / 78 » Generative versus Discriminative Methods for Object Recognit... |
99
Voted
CVPR
2010
IEEE
15 years 7 months ago
2010
IEEE
3D object recognition in scenes with occlusion and clutter is a difficult task. In this paper, we introduce a method that exploits the geometric scale-variability to aid in this ...
99
Voted
ICDM
2009
IEEE
15 years 7 months ago
2009
IEEE
—We consider the problem of learning a linear combination of pre-specified kernel matrices in the Fisher discriminant analysis setting. Existing methods for such a task impose a...
98
Voted
CSL
2010
Springer
15 years 15 days ago
2010
Springer
Recently, discriminative training (DT) methods have achieved tremendous progress in automatic speech recognition (ASR). In this survey article, all mainstream DT methods in speech...
121
Voted
CVPR
2010
IEEE
15 years 3 months ago
2010
IEEE
In a sparse-representation-based face recognition scheme, the desired dictionary should have good representational power (i.e., being able to span the subspace of all faces) while...
105
click to vote
ICCV
2011
IEEE
14 years 13 days ago
2011
IEEE
In the real visual world, the number of categories a classifier needs to discriminate is on the order of hundreds or thousands. For example, the SUN dataset [24] contains 899 sce...