387 search results - page 16 / 78 » Generative versus Discriminative Methods for Object Recognit... |
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
Nearest neighbour classifiers and related kernel methods often perform poorly in high dimensional problems because it is infeasible to include enough training samples to cover the...
123
Voted
ICIAR
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. In this paper, several one-class classification methods are investigated in pixel space and PCA (Principal component Analysis) subspace having in mind the need of finding...
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
Most face recognition systems focus on photo-based face recognition. In this paper, we present a face recognition system based on face sketches. The proposed system contains two e...
138
Voted
ACCV
2007
Springer
15 years 6 months ago
2007
Springer
This paper proposes the kernel orthogonal mutual subspace method (KOMSM) for 3D object recognition. KOMSM is a kernel-based method for classifying sets of patterns such as video fr...
107
Voted
PR
2002
15 years 2 days ago
2002
This paper introduces a novel nonlinear extension of Fisher's classical linear discriminant analysis (FDA) known as high-order Fisher's discriminant analysis (HOFDA). Th...