387 search results - page 17 / 78 » Generative versus Discriminative Methods for Object Recognit... |
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
Recent research in object recognition has demonstrated the advantages of representing objects and scenes through localized patterns such as small image templates. In this paper we...
105
Voted
DSMML
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. In recent years the problem of object recognition has received considerable attention from both the machine learning and computer vision communities. The key challenge of...
144
Voted
PAMI
2007
14 years 12 months ago
2007
— The traditional image representations are not suited to conventional classification methods, such as the linear discriminant analysis (LDA), because of the under sample problem...
112
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We consider visual category recognition in the framework of measuring similarities, or equivalently perceptual distances, to prototype examples of categories. This approach is qui...
112
Voted
ECCV
2004
Springer
16 years 2 months ago
2004
Springer
The problem of recognizing classes of objects as opposed to special instances requires methods of comparing images that capture the variation within the class while they discrimina...