1313 search results - page 72 / 263 » Dimensionality Reduction for Classification |
122
click to vote
ICCV
2009
IEEE
15 years 27 days ago
2009
IEEE
We present a taxonomy for local distance functions where most existing algorithms can be regarded as approximations of the geodesic distance defined by a metric tensor. We categor...
188
click to vote
TIP
2010
14 years 10 months ago
2010
The emergence of low-cost sensing architectures for diverse modalities has made it possible to deploy sensor networks that capture a single event from a large number of vantage po...
131
click to vote
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Embedding images into a low dimensional space has a wide range of applications: visualization, clustering, and pre-processing for supervised learning. Traditional dimension reduct...
111
Voted
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
This paper addresses the problem of 3D face recognition using spherical sparse representations. We first propose a fully automated registration process that permits to align the 3...
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
Dimensionality reduction is the problem of finding a low-dimensional representation of highdimensional input data. This paper examines the case where additional information is kno...