84 search results - page 15 / 17 » Learning structurally consistent undirected probabilistic gr... |
102
Voted
ECCV
2006
Springer
16 years 3 months ago
2006
Springer
Abstract. This paper addresses the problem of how to learn an appropriate feature representation from video to benefit video-based face recognition. By simultaneously exploiting th...
131
Voted
EMMCVPR
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. The complexity of visual representations is substantially limited by the compositional nature of our visual world which, therefore, renders learning structured object mod...
111
Voted
ICIP
2006
IEEE
16 years 2 months ago
2006
IEEE
We propose a novel unsupervised learning algorithm to extract the layout of an image by learning latent object-related aspects. Unlike traditional image segmentation algorithms th...
130
Voted
AAAI
2011
14 years 1 months ago
2011
We present a method for dependency grammar induction that utilizes sparse annotations of semantic relations. This induction set-up is attractive because such annotations provide u...
155
Voted
BMCBI
2011
14 years 4 months ago
2011
Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...